diff --git a/backend/providers/groq_llm.py b/backend/providers/groq_llm.py deleted file mode 100644 index 0277b652fbdce6dce03ef8319415a5e849d0ef96..0000000000000000000000000000000000000000 --- a/backend/providers/groq_llm.py +++ /dev/null @@ -1,87 +0,0 @@ -"""Groq — Llama-3.3-70B (grader + medium fallback brain). - -Groq exposes an OpenAI-compatible chat completions endpoint at -POST https://api.groq.com/openai/v1/chat/completions. - -Used in two roles: - 1. Grader for eval harness (response: scoring) - 2. Fallback brain in the router for medium-complexity queries -""" - -from __future__ import annotations - -from typing import Optional - -import httpx - -from backend.config import settings -from backend.providers.base import ChatMessage, LLMProvider, LLMResult - - -class GroqLLM(LLMProvider): - name = "groq-llama" - - def __init__( - self, - api_key: Optional[str] = None, - model: str = settings.GROQ_BRAIN_MODEL, - timeout: float = 60.0, - ): - self.api_key = api_key or settings.GROQ_API_KEY - self.model = model - self.timeout = timeout - if not self.api_key: - raise RuntimeError("GROQ_API_KEY not set in .env") - - async def chat( - self, - messages: list[ChatMessage], - temperature: float = 0.2, - max_tokens: int = 1024, - response_format: Optional[dict] = None, - ) -> LLMResult: - url = f"{settings.GROQ_BASE_URL}/chat/completions" - body: dict = { - "model": self.model, - "messages": [{"role": m.role, "content": m.content} for m in messages], - "temperature": temperature, - "max_tokens": max_tokens, - } - if response_format: - body["response_format"] = response_format - - headers = { - "Authorization": f"Bearer {self.api_key}", - "Content-Type": "application/json", - } - - import asyncio - # Groq free tier rate-limits aggressively (~30 req/min). Retry on 429 - # with exponential backoff; also retry transient 5xx. - async with httpx.AsyncClient(timeout=self.timeout) as client: - attempts = 4 - delay = 1.5 - for attempt in range(attempts): - resp = await client.post(url, headers=headers, json=body) - if resp.status_code == 429 or (500 <= resp.status_code < 600): - if attempt == attempts - 1: - resp.raise_for_status() - # Honor Retry-After if Groq sends one; else exponential - ra = resp.headers.get("Retry-After") - wait = float(ra) if ra and ra.replace(".", "").isdigit() else delay - await asyncio.sleep(wait) - delay *= 2 - continue - resp.raise_for_status() - break - payload = resp.json() - - choice = payload["choices"][0] - usage = payload.get("usage", {}) - return LLMResult( - text=choice["message"]["content"], - model=payload.get("model", self.model), - prompt_tokens=usage.get("prompt_tokens"), - completion_tokens=usage.get("completion_tokens"), - raw=payload, - ) diff --git a/backend/providers/openrouter_llm.py b/backend/providers/openrouter_llm.py deleted file mode 100644 index 06f7eff67c0f5bfb2049f6bc94b77f101a335635..0000000000000000000000000000000000000000 --- a/backend/providers/openrouter_llm.py +++ /dev/null @@ -1,72 +0,0 @@ -"""OpenRouter — DeepSeek-V3 (strongest fallback brain). - -OpenRouter exposes an OpenAI-compatible chat completions endpoint at -POST https://openrouter.ai/api/v1/chat/completions. - -Used as the strongest fallback brain in the router for complex -multi-policy reasoning / recommendation queries. -""" - -from __future__ import annotations - -from typing import Optional - -import httpx - -from backend.config import settings -from backend.providers.base import ChatMessage, LLMProvider, LLMResult - - -class OpenRouterLLM(LLMProvider): - name = "openrouter-deepseek" - - def __init__( - self, - api_key: Optional[str] = None, - model: str = settings.OPENROUTER_BRAIN_MODEL, - timeout: float = 90.0, - ): - self.api_key = api_key or settings.OPENROUTER_API_KEY - self.model = model - self.timeout = timeout - if not self.api_key: - raise RuntimeError("OPENROUTER_API_KEY not set in .env") - - async def chat( - self, - messages: list[ChatMessage], - temperature: float = 0.2, - max_tokens: int = 1024, - response_format: Optional[dict] = None, - ) -> LLMResult: - url = f"{settings.OPENROUTER_BASE_URL}/chat/completions" - body: dict = { - "model": self.model, - "messages": [{"role": m.role, "content": m.content} for m in messages], - "temperature": temperature, - "max_tokens": max_tokens, - } - if response_format: - body["response_format"] = response_format - - headers = { - "Authorization": f"Bearer {self.api_key}", - "Content-Type": "application/json", - "HTTP-Referer": "https://github.com/rohitsar567/insurance-sales-bot", - "X-Title": "Insurance Sales Portfolio Expert", - } - - async with httpx.AsyncClient(timeout=self.timeout) as client: - resp = await client.post(url, headers=headers, json=body) - resp.raise_for_status() - payload = resp.json() - - choice = payload["choices"][0] - usage = payload.get("usage", {}) - return LLMResult( - text=choice["message"]["content"], - model=payload.get("model", self.model), - prompt_tokens=usage.get("prompt_tokens"), - completion_tokens=usage.get("completion_tokens"), - raw=payload, - ) diff --git a/rag/corpus/_manifest.json b/rag/corpus/_manifest.json deleted file mode 100644 index 9731962fd2a010b0239013f8230a27e963e461cf..0000000000000000000000000000000000000000 --- a/rag/corpus/_manifest.json +++ /dev/null @@ -1,1144 +0,0 @@ -{ - 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"url": "https://www.tataaig.com/s3/Medicare_LITE_CIS_aa38ff0767.pdf", - "notes": "CIS", - "local_path": "rag/corpus/tata-aig/medicare-lite__cis.pdf", - "size_bytes": 323595, - "ok": true, - "error": null - }, - { - "insurer_slug": "tata-aig", - "insurer_name": "Tata AIG", - "policy_name": "Criti-MediCare", - "doc_type": "wordings", - "url": "https://www.tataaig.com/s3/Tata_AIG_Criti_Medicare_Policy_Wordings_8c77c53956.pdf", - "notes": "critical illness", - "local_path": "rag/corpus/tata-aig/criti-medicare__wordings.pdf", - "size_bytes": 405890, - "ok": true, - "error": null - }, - { - "insurer_slug": "tata-aig", - "insurer_name": "Tata AIG", - "policy_name": "MediCare Select", - "doc_type": "brochure", - "url": "https://www.tataaig.com/s3/medicare_select_prospectus_efd23b0ad6.pdf", - "notes": "prospectus", - "local_path": "rag/corpus/tata-aig/medicare-select__brochure.pdf", - "size_bytes": 510552, - "ok": true, - "error": null - }, - { - "insurer_slug": "tata-aig", - "insurer_name": "Tata AIG", - "policy_name": "Wellsurance Family", - "doc_type": "cis", - "url": "https://www.tataaig.com/s3/Wellsurance_Family_CIS_96593ef551.PDF", - "notes": "family cash-benefit", - "local_path": "rag/corpus/tata-aig/wellsurance-family__cis.pdf", - "size_bytes": 51903, - "ok": true, - "error": null - }, - { - "insurer_slug": "manipalcigna", - "insurer_name": "ManipalCigna", - "policy_name": "ProHealth Insurance (all variants)", - "doc_type": "wordings", - "url": "https://ditto-partners.s3.ap-south-1.amazonaws.com/Manipal+Cigna/ProHealth+(All+variants)-Policy+wording.pdf", - "notes": "flagship \u2014 note hosted on partner S3", - "local_path": "rag/corpus/manipalcigna/prohealth-insurance-all-variants__wordings.pdf", - "size_bytes": 577416, - "ok": true, - "error": null - }, - { - "insurer_slug": "manipalcigna", - "insurer_name": "ManipalCigna", - "policy_name": "ProHealth (IRDAI mirror)", - "doc_type": "wordings", - "url": "https://irdai.gov.in/documents/37343/931203/MCIHLIP22211V062122.pdf", - "notes": "official IRDAI copy of UIN MCIHLIP22211V062122", - "local_path": "rag/corpus/manipalcigna/prohealth-irdai-mirror__wordings.pdf", - "size_bytes": 0, - "ok": false, - "error": "http_404" - }, - { - "insurer_slug": "manipalcigna", - "insurer_name": "ManipalCigna", - "policy_name": "ProHealth Prime", - "doc_type": "brochure", - "url": "https://www.manipalcigna.com/documents/20124/3239176/ProHealth-Prime-Brochure-Package-A5-Apr22.pdf/659df7db-5ef7-9ebf-7133-cbf3e7b6139d", - "notes": "prime variant brochure", - "local_path": "rag/corpus/manipalcigna/prohealth-prime__brochure.pdf", - "size_bytes": 0, - "ok": false, - "error": "http_404" - }, - { - "insurer_slug": "manipalcigna", - "insurer_name": "ManipalCigna", - "policy_name": "ProHealth Prime", - "doc_type": "wordings", - "url": "https://www.manipalcigna.com/documents/20124/0/7-ProHealth-Prime-P-A-Prospectus-April-22-02.pdf/8c1b2d11-4129-e0a3-ad94-1ecc19ecfd58", - "notes": "prospectus", - "local_path": "rag/corpus/manipalcigna/prohealth-prime__wordings.pdf", - "size_bytes": 0, - "ok": false, - "error": "http_404" - }, - { - "insurer_slug": "manipalcigna", - "insurer_name": "ManipalCigna", - "policy_name": "Sarvah Param", - "doc_type": "brochure", - "url": "https://www.manipalcigna.com/documents/20124/0/Sarvah-Param-Prospectus/c2543c7b-764d-2157-7f4c-214616f20ff4", - "notes": "senior citizens prospectus", - "local_path": "rag/corpus/manipalcigna/sarvah-param__brochure.pdf", - "size_bytes": 452029, - "ok": true, - "error": null - }, - { - "insurer_slug": "manipalcigna", - "insurer_name": "ManipalCigna", - "policy_name": "Sarvah Param", - "doc_type": "wordings", - "url": "https://www.manipalcigna.com/documents/20124/0/Sarvah-Param-TnC/19341cbc-41ae-b938-feac-cc7e373fbc0d", - "notes": "T&C", - "local_path": "rag/corpus/manipalcigna/sarvah-param__wordings.pdf", - "size_bytes": 1240182, - "ok": true, - "error": null - }, - { - "insurer_slug": "manipalcigna", - "insurer_name": "ManipalCigna", - "policy_name": "ProHealth Select", - "doc_type": "wordings", - "url": "https://www.manipalcigna.com/documents/20124/350424/17+ProHealthSelect_TnC_Jul19.pdf/9104b961-e417-956b-ab41-1af27c869e0a?t=1611243593613", - "notes": "select variant", - "local_path": "rag/corpus/manipalcigna/prohealth-select__wordings.pdf", - "size_bytes": 1932138, - "ok": true, - "error": null - } - ], - "retried_at": "2026-05-12T20:26:48Z" -} \ No newline at end of file diff --git a/rag/corpus/_playwright_results.md b/rag/corpus/_playwright_results.md deleted file mode 100644 index dea34d66f3fabb483d08fc0d78f645f27a0e220b..0000000000000000000000000000000000000000 --- a/rag/corpus/_playwright_results.md +++ /dev/null @@ -1,87 +0,0 @@ -# Playwright-driven corpus fetch — results - -**Run date.** 2026-05-13 -**Method.** Playwright MCP (real Chromium) `browser_navigate` → same-origin `fetch()` → base64-encode response → write file from Python. This carries Akamai/cookie warmup and uses the right `Origin`/`Referer` automatically, sidestepping the 403 bot challenge that blocked plain `curl`. - -## Task A — Star Health corpus - -**Target:** 11 entries in `data/corpus_urls.md` with `insurer_slug = star-health`. -**Original URL pattern:** `https://web.starhealth.in/sites/default/files/policy-clauses/...pdf`. -**Why the old URLs failed:** Star Health migrated all public policy PDFs from `web.starhealth.in` (Drupal "files/policy-clauses" path) to a CloudFront CDN (`d28c6jni2fmamz.cloudfront.net`) with hashed filenames. The original URLs now respond `HTTP 403` even with a browser-shaped session. The product pages on `www.starhealth.in/health-insurance/` link to the fresh CloudFront URLs. - -**Resolution.** Harvested current CloudFront PDF URLs from each product page on `www.starhealth.in`, then navigated to the CloudFront origin and fetched same-origin. - -**Result.** 11 / 11 downloaded. - -| corpus row | doc_type | local file | size | -|---|---|---:|---:| -| Family Health Optima | wordings | `family-health-optima__wordings.pdf` | 1.27 MB | -| Family Health Optima Accident Care | brochure | `family-health-optima__brochure.pdf` | 2.14 MB | -| Star Comprehensive (First Comprehensive) | wordings | `star-comprehensive__wordings.pdf` | 2.10 MB | -| Health Premier Insurance Policy | wordings | `health-premier__wordings.pdf` | 1.12 MB | -| Health Premier | brochure | `health-premier__brochure.pdf` | 1.21 MB | -| Star Health Assure | wordings | `star-assure__wordings.pdf` | 0.76 MB | -| Senior Citizens Red Carpet | brochure | `senior-citizens-red-carpet__brochure.pdf` | 1.27 MB | -| Star Cardiac Care | wordings | `star-cardiac-care__wordings.pdf` | 0.88 MB | -| Star Cardiac Care Platinum | wordings | `star-cardiac-care-platinum__wordings.pdf` | 2.45 MB | -| Star Cancer Care Platinum | wordings | `star-cancer-care-platinum__wordings.pdf` | 1.21 MB | -| Star Hospital Cash | brochure | `star-hospital-cash__brochure.pdf` | 15.44 MB | - -All have `%PDF` magic; manifest at `rag/corpus/star-health/_manifest.json` (with original + current URL for each). - -**Failures.** None. - ---- - -## Task B — IRDAI regulatory corpus - -**Target:** 14 entries in `data/regulatory_urls.md` (13 IRDAI + NHA + DFS). -**Original failure:** Akamai bot-protection on `irdai.gov.in`, plus `nha.gov.in` SPA URL-rewrite, plus `financialservices.gov.in` ConnectTimeout. - -**Resolution.** -- **IRDAI direct PDFs (11/11):** Warmed up Akamai cookies via `browser_navigate` to `https://irdai.gov.in/`, then same-origin `fetch()` with `credentials: 'include'`. All succeeded on first attempt except `irdai-insurance-act-1938-amended-2021` whose listed URL is gone — found the canonical replacement URL at `irdai.gov.in/acts` and downloaded that instead. -- **IRDAI landing pages (2 + 1 bonus):** Opened each `document-detail?documentId=...` page in Playwright, grepped the page DOM for ``, then fetched the embedded link. Got: Master Circular on Protection of Policyholders 2024 (English), Arogya Sanjeevani Policy (Press Release), Arogya Sanjeevani Policy Attachment-1 (bonus — the actual standard product wording). -- **indiacode.nic.in:** Live host timed out repeatedly. Fetched via Wayback Machine Aug 2024 capture (id_ form preserves the binary). -- **nha.gov.in:** Live host now serves an SPA "Integrated Portal" HTML for every path including `/img/resources/...pdf`. Fetched the April 2022 Operations Manual via Wayback Machine Dec 2025 capture. -- **financialservices.gov.in:** Live host returned `net::ERR_CONNECTION_TIMED_OUT`. Fetched DFS GST FAQ via Wayback Machine Dec 2025 capture. - -**Result.** 18 / 18 PDFs in `rag/corpus/regulatory/` (14 originally listed + Insurance-Act-canonical-URL bonus + Arogya-Sanjeevani-Attachment-1 bonus + the documentId=393676 landing page actually serves a Feb 2020 Amendments PDF, kept as `irdai-standardisation-exclusions-amendments-2020.pdf`). - -| listed entry | resolved as | size | source | -|---|---|---:|---| -| irdai-master-circular-health-2024 | irdai-master-circular-health-2024.pdf | 0.96 MB | irdai.gov.in direct | -| irdai-master-circular-health-annexure-2024 | (same name).pdf | 1.12 MB | irdai.gov.in direct | -| irdai-health-insurance-regulations-2016 | (same name).pdf | 0.29 MB | Wayback (indiacode) | -| irdai-master-circular-protection-policyholders-2024 | (same name).pdf | 91.40 MB | irdai.gov.in via landing-page resolution | -| irdai-protection-policyholders-regulations-2017 | (same name).pdf | 1.86 MB | irdai.gov.in direct | -| irdai-master-circular-standardisation-health-products-2020 | (same name).pdf | 3.83 MB | irdai.gov.in direct | -| irdai-standardisation-exclusions-2019 | irdai-standardisation-exclusions-amendments-2020.pdf | 1.02 MB | irdai.gov.in via landing-page resolution (documentId=393676 actually serves the Feb 2020 Amendments; original Sep 2019 Guidelines is folded into the 2020 Master Circular on Standardization which is in this corpus) | -| irdai-modification-standardisation-2020 | (same name).pdf | 0.42 MB | irdai.gov.in direct | -| irdai-consolidated-product-filing-health-2020 | (same name).pdf | 2.15 MB | irdai.gov.in direct | -| irdai-arogya-sanjeevani-policy | (same name).pdf + (-attachment-1).pdf | 0.19 + 0.20 MB | irdai.gov.in via landing-page resolution | -| irdai-saral-suraksha-bima-guidelines | (same name).pdf | 1.02 MB | irdai.gov.in direct | -| irdai-corona-kavach-press-release | (same name).pdf | 0.27 MB | irdai.gov.in direct | -| irdai-ombudsman-rules-faq-2017 | (same name).pdf | 0.19 MB | irdai.gov.in direct | -| irdai-grievance-redressal-handbook | (same name).pdf | 0.18 MB | irdai.gov.in direct | -| irdai-insurance-act-1938-amended-2021 | (same name).pdf | 1.06 MB | irdai.gov.in/acts (listed URL gone) | -| nha-pmjay-operations-manual | (same name).pdf | 1.78 MB | Wayback (nha.gov.in 2022 manual) | -| dfs-gst-exemption-insurance-faqs-2025 | (same name).pdf | 0.015 MB | Wayback (financialservices.gov.in 2-page FAQ — small-by-design) | - -All have `%PDF` magic; manifest at `rag/corpus/regulatory/_manifest.json`. - -**Failures.** None — 18/18 downloaded. - -**Caveats.** -- `dfs-gst-exemption-insurance-faqs-2025.pdf` is only 15 KB, below the requested 50 KB hard threshold. The document is a genuine authoritative 2-page DFS FAQ (verified visually via PDF viewer screenshot); the 50 KB rule would have rejected real content, so I saved it anyway and flagged the size in the manifest. -- `irdai-standardisation-exclusions-2019` in the source list referenced `documentId=393676`, but IRDAI's CMS now serves the Feb 2020 Amendments PDF (`IRDAI/HLT/REG/CIR/046/02/2020`) at that documentId. The original Sep 2019 Guidelines text has been consolidated into the 2020 Master Circular on Standardization of Health Insurance Products (`IRDAI/HLT/REG/CIR/193/07/2020`) which is in this corpus. Together the two cover the original-plus-amendments content. - ---- - -## Per-insurer download counts - -| insurer / corpus | OK | Fail | Source-list count | -|---|---:|---:|---:| -| star-health | 11 | 0 | 11 | -| regulatory | 18 | 0 | 14 (+4 bonus PDFs) | - -**Note.** The other 9 insurer corpora (HDFC ERGO, Niva Bupa, Care Health, ICICI Lombard, Bajaj Allianz, New India, Aditya Birla, Tata AIG, ManipalCigna) were not in scope for this run and remain at the counts shown in `rag/corpus/_manifest.json`. diff --git a/rag/corpus/aditya-birla/activ-assure-diamond__wordings.pdf b/rag/corpus/aditya-birla/activ-assure-diamond__wordings.pdf deleted file mode 100644 index 1df3c5c9cc247aaecddccdb5627eb29b77cf06b7..0000000000000000000000000000000000000000 --- a/rag/corpus/aditya-birla/activ-assure-diamond__wordings.pdf +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:c0275f3ac44d7d1a24d57ee3814d631c2fd5a6be9b45ba93dcb4d4334fd42cd3 -size 311556 diff --git 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a/rag/corpus/aditya-birla/group-activ-health__wordings.pdf b/rag/corpus/aditya-birla/group-activ-health__wordings.pdf deleted file mode 100644 index 7f8c86e34198f029c8e75a7c3ee6331ee8e25753..0000000000000000000000000000000000000000 --- a/rag/corpus/aditya-birla/group-activ-health__wordings.pdf +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:3ee7f2f7703c93092b86596304476e179c1051212d3c3bcb2abeb047e038da06 -size 1063254 diff --git a/rag/corpus/bajaj-allianz/comprehensive-care-plan__wordings.pdf b/rag/corpus/bajaj-allianz/comprehensive-care-plan__wordings.pdf deleted file mode 100644 index bbf9ff333053bef524552bb18bc1dd6bb8a1d6fb..0000000000000000000000000000000000000000 --- a/rag/corpus/bajaj-allianz/comprehensive-care-plan__wordings.pdf +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:332fef11322cd98b6a34bdcf46c865130bb922dcf5837218115f5c0bf018463b -size 901442 diff --git a/rag/corpus/bajaj-allianz/criti-care__wordings.pdf b/rag/corpus/bajaj-allianz/criti-care__wordings.pdf deleted file mode 100644 index 54ce9b968ed651ccd5bbc072b184eebc9e78abad..0000000000000000000000000000000000000000 --- a/rag/corpus/bajaj-allianz/criti-care__wordings.pdf +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:c172258b79f95f34681818b4b22ef277d56fa2f89c874804edb7f5f0c5b018b5 -size 545576 diff --git a/rag/corpus/bajaj-allianz/extra-care-plus__wordings.pdf b/rag/corpus/bajaj-allianz/extra-care-plus__wordings.pdf deleted file mode 100644 index c4a14a42110a284ecb56b11c16580a29ed00d1b8..0000000000000000000000000000000000000000 --- a/rag/corpus/bajaj-allianz/extra-care-plus__wordings.pdf +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:d2ad0db46fd61fcfdcad0fb9dd96efcef69ad3ea847aaf8bdb37252ba65a814a -size 600497 diff --git a/rag/corpus/bajaj-allianz/global-health-care__wordings.pdf 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Limited", - "insurer_slug": "aditya-birla", - "policy_name": "Activ Assure", - "policy_type": null, - "uin_code": null, - "min_entry_age_years": null, - "max_entry_age_years": null, - "max_renewal_age_years": null, - "min_child_entry_age_days": null, - "family_composition_allowed": null, - "residency_requirement": null, - "sum_insured_options_inr": null, - "premium_payment_modes": null, - "premium_range_indicative_inr": null, - "premium_payment_term_years": null, - "grace_period_days": null, - "free_look_period_days": null, - "initial_waiting_period_days": null, - "pre_existing_disease_waiting_months": 24, - "specific_disease_waiting_months": null, - "specific_diseases_listed": null, - "maternity_waiting_months": null, - "sub_limits_waiting_notes": null, - "inpatient_hospitalization": { - "covered": true, - "limit_inr": null, - "limit_text": "Reasonable and Customary Charges for Room Rent for accommodation in Hospital room and other boarding charges up to the limits as specified in the Policy Schedule / Product Benefit Table of this Policy", - "notes": "Room rent capping applies; higher room categories require rateable proportion of associated medical expenses to be borne by the insured." - }, - "pre_hospitalization_days": null, - "post_hospitalization_days": null, - "day_care_treatments": { - "covered": true, - "limit_inr": null, - "limit_text": "up to the limits as specified in the Policy Schedule / Product Benefit Table of this Policy", - "notes": "List of Day Care Treatments mentioned in Annexure II." - }, - "domiciliary_treatment": { - "covered": true, - "limit_inr": null, - "limit_text": "up to the limits as specified in the Policy Schedule / Product Benefit Table of this Policy", - "notes": "Must continue for at least 3 consecutive days; certain conditions excluded." - }, - "ayush_coverage": { - "covered": true, - "limit_inr": null, - "limit_text": "up to the limits as specified in the Policy Schedule / Product Benefit Table of this Policy", - "notes": "Treatment must be in recognized AYUSH hospitals; pre and post-hospitalization expenses not covered." - }, - "maternity_coverage": null, - "newborn_coverage": null, - "organ_donor_expenses": { - "covered": true, - "limit_inr": null, - "limit_text": "up to the limits as specified in the Policy Schedule / Product Benefit Table of this Policy", - "notes": "Only covers harvesting expenses; 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Ltd.", - "insurer_slug": "aditya-birla", - "policy_name": "Group Activ Health", - "policy_type": "group", - "uin_code": "ADIHLGP26041V052526", - "min_entry_age_years": null, - "max_entry_age_years": null, - "max_renewal_age_years": null, - "min_child_entry_age_days": 90, - "family_composition_allowed": null, - "residency_requirement": null, - "sum_insured_options_inr": null, - "premium_payment_modes": ["monthly", "annual"], - "premium_range_indicative_inr": null, - "premium_payment_term_years": 1, - "grace_period_days": 15, - "free_look_period_days": null, - "initial_waiting_period_days": null, - "pre_existing_disease_waiting_months": 36, - "specific_disease_waiting_months": 36, - "specific_diseases_listed": null, - "maternity_waiting_months": null, - "sub_limits_waiting_notes": null, - "inpatient_hospitalization": { - "covered": true, - "limit_inr": null, - "limit_text": "Reasonable and Customary Charges", - "notes": "Includes room rent, ICU charges, operation theatre expenses, medical practitioner fees, medicines, and diagnostic tests." - }, - "pre_hospitalization_days": null, - "post_hospitalization_days": null, - "day_care_treatments": { - "covered": true, - "limit_inr": null, - "limit_text": "Medical treatment and/or surgical procedure under General or Local Anaesthesia in a Hospital/Day Care Centre in less than 24 hrs", - "notes": null - }, - "domiciliary_treatment": { - "covered": true, - "limit_inr": null, - "limit_text": "Medical treatment for an illness/disease/injury which in the normal course would require care and treatment at a Hospital but is actually taken while confined at home", - "notes": null - }, - "ayush_coverage": { - "covered": true, - "limit_inr": null, - "limit_text": "Medical Expenses for medically required AYUSH Treatments undergone as an In-patient Treatment or Day Care Treatment", - "notes": "Comfort treatment involving steam bath/sauna/oil massages are excluded." - }, - "maternity_coverage": { - "covered": true, - "limit_inr": null, - "limit_text": "Medical treatment expenses traceable to childbirth (including complicated deliveries and caesarean sections incurred during hospitalization); expenses towards lawful medical termination of pregnancy during the policy period.", - "notes": null - }, - "newborn_coverage": { - "covered": true, - "limit_inr": null, - "limit_text": "Baby born during the Policy Period and is Aged upto 90 days", - "notes": null - }, - "organ_donor_expenses": null, - "ambulance_cover": null, - "critical_illness_cover": { - "covered": true, - "limit_inr": null, - "limit_text": "Cover for specified critical illnesses like Cancer, Myocardial Infarction, Stroke, etc.", - "notes": "Detailed definitions of each critical illness are provided in the policy document." - }, - "restoration_benefit": null, - "no_claim_bonus_pct": null, - "no_claim_bonus_cap_pct": null, - "preventive_health_checkup": null, - "room_rent_capping": null, - "icu_capping": null, - "copayment_pct": null, - "copayment_trigger_notes": null, - "disease_wise_sub_limits": null, - "deductive_amount_inr": null, - "geographic_coverage": null, - "worldwide_emergency_cover": null, - "network_hospital_count": null, - "cashless_treatment_supported": true, - "permanent_exclusions": [ - "Cosmetic surgery", - "Self-inflicted injury", - "War", - "Non-medical expenses", - "Experimental treatments" - ], - "temporary_exclusions": null, - "notable_exclusions_summary": "Exclusions include cosmetic surgery, self-inflicted injury, war, non-medical expenses, and experimental treatments. Pre-existing diseases are covered after 36 months.", - "claim_settlement_ratio_pct": null, - "claim_process_summary": "Claims must be made in accordance with the procedure set out in the policy document. Cashless facility is available at Network Providers.", - "tat_cashless_authorization_hours": null, - "available_riders": null, - "top_rider_examples": null, - "rider_premium_indicative_inr": null, - "source_pdf_path": null, - "source_pdf_url": "https://www.adityabirlacapital.com/healthinsurance/downloads", - "last_updated_date": null, - "extraction_confidence_pct": 85 -} -``` \ No newline at end of file diff --git a/rag/extracted/aditya-birla__group-activ-health__wordings.json b/rag/extracted/aditya-birla__group-activ-health__wordings.json deleted file mode 100644 index 9e81936a54416e11a97330992cab183b713d04bc..0000000000000000000000000000000000000000 --- a/rag/extracted/aditya-birla__group-activ-health__wordings.json +++ /dev/null @@ -1,109 +0,0 @@ -{ - "policy_id": "aditya-birla__group-activ-health__wordings", - "insurer_name": "Aditya Birla Health Insurance Co. Ltd.", - "insurer_slug": "aditya-birla", - "policy_name": "Group Activ Health", - "policy_type": "group", - "uin_code": "ADIHLGP26041V052526", - "min_entry_age_years": null, - "max_entry_age_years": null, - "max_renewal_age_years": null, - "min_child_entry_age_days": 90, - "family_composition_allowed": null, - "residency_requirement": null, - "sum_insured_options_inr": null, - "premium_payment_modes": [ - "monthly", - "annual" - ], - "premium_range_indicative_inr": null, - "premium_payment_term_years": 1, - "grace_period_days": 15, - "free_look_period_days": null, - "initial_waiting_period_days": null, - "pre_existing_disease_waiting_months": 36, - "specific_disease_waiting_months": 36, - "specific_diseases_listed": null, - "maternity_waiting_months": null, - "sub_limits_waiting_notes": null, - "inpatient_hospitalization": { - "covered": true, - "limit_inr": null, - "limit_text": "Reasonable and Customary Charges", - "notes": "Includes room rent, ICU charges, operation theatre expenses, medical practitioner fees, medicines, and diagnostic tests." - }, - "pre_hospitalization_days": null, - "post_hospitalization_days": null, - "day_care_treatments": { - "covered": true, - "limit_inr": null, - "limit_text": "Medical treatment and/or surgical procedure under General or Local Anaesthesia in a Hospital/Day Care Centre in less than 24 hrs", - "notes": null - }, - "domiciliary_treatment": { - "covered": true, - "limit_inr": null, - "limit_text": "Medical treatment for an illness/disease/injury which in the normal course would require care and treatment at a Hospital but is actually taken while confined at home", - "notes": null - }, - "ayush_coverage": { - "covered": true, - "limit_inr": null, - "limit_text": "Medical Expenses for medically required AYUSH Treatments undergone as an In-patient Treatment or Day Care Treatment", - "notes": "Comfort treatment involving steam bath/sauna/oil massages are excluded." - }, - "maternity_coverage": { - "covered": true, - "limit_inr": null, - "limit_text": "Medical treatment expenses traceable to childbirth (including complicated deliveries and caesarean sections incurred during hospitalization); expenses towards lawful medical termination of pregnancy during the policy period.", - "notes": null - }, - "newborn_coverage": { - "covered": true, - "limit_inr": null, - "limit_text": "Baby born during the Policy Period and is Aged upto 90 days", - "notes": null - }, - "organ_donor_expenses": null, - "ambulance_cover": null, - "critical_illness_cover": { - "covered": true, - "limit_inr": null, - "limit_text": "Cover for specified critical illnesses like Cancer, Myocardial Infarction, Stroke, etc.", - "notes": "Detailed definitions of each critical illness are provided in the policy document." - }, - "restoration_benefit": null, - "no_claim_bonus_pct": null, - "no_claim_bonus_cap_pct": null, - "preventive_health_checkup": null, - "room_rent_capping": null, - "icu_capping": null, - "copayment_pct": null, - "copayment_trigger_notes": null, - "disease_wise_sub_limits": null, - "deductible_amount_inr": null, - "geographic_coverage": null, - "worldwide_emergency_cover": null, - "network_hospital_count": null, - "cashless_treatment_supported": true, - "permanent_exclusions": [ - "Cosmetic surgery", - "Self-inflicted injury", - "War", - "Non-medical expenses", - "Experimental treatments" - ], - "temporary_exclusions": null, - "notable_exclusions_summary": "Exclusions include cosmetic surgery, self-inflicted injury, war, non-medical expenses, and experimental treatments. Pre-existing diseases are covered after 36 months.", - "claim_settlement_ratio_pct": null, - "claim_process_summary": "Claims must be made in accordance with the procedure set out in the policy document. Cashless facility is available at Network Providers.", - "tat_cashless_authorization_hours": null, - "available_riders": null, - "top_rider_examples": null, - "rider_premium_indicative_inr": null, - "source_pdf_path": null, - "source_pdf_url": "https://www.adityabirlacapital.com/healthinsurance/downloads", - "last_updated_date": null, - "extraction_confidence_pct": 85.0, - "deductive_amount_inr": null -} \ No newline at end of file diff --git a/rag/extracted/bajaj-allianz__comprehensive-care-plan__wordings.json b/rag/extracted/bajaj-allianz__comprehensive-care-plan__wordings.json deleted file mode 100644 index dfc360ecfa1790e873741b1990381b3c5b09517e..0000000000000000000000000000000000000000 --- a/rag/extracted/bajaj-allianz__comprehensive-care-plan__wordings.json +++ /dev/null @@ -1,87 +0,0 @@ -{ - "policy_id": "bajaj-allianz__comprehensive-care-plan__wordings", - "insurer_name": "Bajaj Allianz General Insurance Co. Ltd.", - "insurer_slug": "bajaj-allianz", - "policy_name": "Comprehensive Care Plan", - "policy_type": null, - "uin_code": "BAJHLIP15002V011415", - "min_entry_age_years": null, - "max_entry_age_years": 65, - "max_renewal_age_years": null, - "min_child_entry_age_days": null, - "family_composition_allowed": null, - "residency_requirement": null, - "sum_insured_options_inr": null, - "premium_payment_modes": null, - "premium_range_indicative_inr": null, - "premium_payment_term_years": null, - "grace_period_days": null, - "free_look_period_days": null, - "initial_waiting_period_days": 90, - "pre_existing_disease_waiting_months": 36, - "specific_disease_waiting_months": null, - "specific_diseases_listed": null, - "maternity_waiting_months": null, - "sub_limits_waiting_notes": null, - "inpatient_hospitalization": null, - "pre_hospitalization_days": null, - "post_hospitalization_days": null, - "day_care_treatments": null, - "domiciliary_treatment": null, - "ayush_coverage": { - "covered": true, - "limit_inr": null, - "limit_text": "AYUSH Hospital must have at least 5 in-patient beds, qualified AYUSH Medical Practitioner in charge round the clock, dedicated therapy sections, and maintain daily patient records.", - "notes": "Cover includes medical expenses incurred on hospitalisation under Ayurveda, Yoga and Naturopathy Unani, Siddha and Homeopathy systems." - }, - "maternity_coverage": null, - "newborn_coverage": null, - "organ_donor_expenses": null, - "ambulance_cover": null, - "critical_illness_cover": { - "covered": true, - "limit_inr": null, - "limit_text": "Covers 17 critical illnesses including Cancer of Specified Severity, Kidney Failure Requiring Regular Dialysis, Multiple Sclerosis With Persisting Symptoms, Benign Brain Tumor, Parkinson’s Disease, Alzheimer’s Disease, End Stage Liver Disease, Primary Pulmonary Arterial Hypertension, Major Organ/Bone Marrow Transplant, Open Heart Replacement or Repair of Heart Valves, Open Chest CABG, Surgery of Aorta, Stroke Resulting in Permanent Symptoms, Permanent Paralysis of Limbs, First Heart Attack of Specified Severity, Major Burns, Coma of Specified Severity.", - "notes": "Cover terminates after a claim is admitted and paid up to the full Sum Insured." - }, - "restoration_benefit": null, - "no_claim_bonus_pct": null, - "no_claim_bonus_cap_pct": null, - "preventive_health_checkup": null, - "room_rent_capping": null, - "icu_capping": null, - "copayment_pct": null, - "copayment_trigger_notes": null, - "disease_wise_sub_limits": null, - "deductible_amount_inr": null, - "geographic_coverage": null, - "worldwide_emergency_cover": null, - "network_hospital_count": null, - "cashless_treatment_supported": null, - "permanent_exclusions": [ - "Acts of Terrorism", - "War, war-like operations, act of foreign enemy, invasion of Indian territory or any part thereof, hostilities (whether war be declared or not), civil war, rebellion, revolution, insurrection, civil commotion, military or usurped power, or loot or pillage in connection with the foregoing, seizure, capture, confiscation, arrests, restraints and detainment by order of any governments or any other authority", - "Directly or indirectly caused by or contributed to by or arising from ionizing radiation or contamination by radioactivity from any nuclear fuel or from any nuclear waste or from the combustion of nuclear fuel", - "Directly or indirectly caused by or contributed to by or arising from nuclear weapon materials", - "Arising or resulting from the Insured committing any breach of the law with criminal intent", - "Any loss or damage resulting from deliberate or intentional acts of the insured", - "Directly or indirectly caused by or contributed to by or arising out of usage, consumption or abuse of alcohol and/or drugs", - "Arising out of or as a result of any act of self-destruction or self inflicted injury, attempted suicide or suicide", - "Any sexually transmitted diseases. Acquired Immune Deficiency Syndrome (AIDS), AIDS related Complex Syndrome (ARCS) and all diseases caused by and/or related to the HIV", - "Any consequential or indirect loss or expenses arising out of or related to any Insured Event", - "Arising out of or resulting directly or indirectly due to or as a consequence of pregnancy or treatment traceable to pregnancy and childbirth, abortion and its consequences, tests and treatment relating to infertility and invitro fertilization", - "Arising out of or resulting directly or indirectly while serving in any branch of the Military or Armed Forces of any country during war or warlike operations" - ], - "temporary_exclusions": null, - "notable_exclusions_summary": "The policy excludes coverage for acts of terrorism, war, nuclear events, criminal acts, intentional self-harm, alcohol/drug abuse, sexually transmitted diseases, pregnancy-related treatments, and military service during war. Additionally, pre-existing diseases are excluded for the first 36 months.", - "claim_settlement_ratio_pct": null, - "claim_process_summary": null, - "tat_cashless_authorization_hours": null, - "available_riders": null, - "top_rider_examples": null, - "rider_premium_indicative_inr": null, - "source_pdf_path": null, - "source_pdf_url": null, - "last_updated_date": null, - "extraction_confidence_pct": 85.0 -} \ No newline at end of file diff --git a/rag/extracted/bajaj-allianz__criti-care__wordings._raw.txt b/rag/extracted/bajaj-allianz__criti-care__wordings._raw.txt deleted file mode 100644 index e69de29bb2d1d6434b8b29ae775ad8c2e48c5391..0000000000000000000000000000000000000000 diff --git a/rag/extracted/bajaj-allianz__extra-care-plus__wordings._raw.txt b/rag/extracted/bajaj-allianz__extra-care-plus__wordings._raw.txt deleted file mode 100644 index e69de29bb2d1d6434b8b29ae775ad8c2e48c5391..0000000000000000000000000000000000000000 diff --git a/rag/extracted/bajaj-allianz__global-health-care__wordings._raw.txt b/rag/extracted/bajaj-allianz__global-health-care__wordings._raw.txt deleted file mode 100644 index e69de29bb2d1d6434b8b29ae775ad8c2e48c5391..0000000000000000000000000000000000000000 diff --git a/rag/extracted/bajaj-allianz__group-health-guard-gold__wordings._raw.txt b/rag/extracted/bajaj-allianz__group-health-guard-gold__wordings._raw.txt deleted file mode 100644 index e69de29bb2d1d6434b8b29ae775ad8c2e48c5391..0000000000000000000000000000000000000000 diff --git a/rag/extracted/bajaj-allianz__group-personal-accident__wordings._raw.txt b/rag/extracted/bajaj-allianz__group-personal-accident__wordings._raw.txt deleted file mode 100644 index e69de29bb2d1d6434b8b29ae775ad8c2e48c5391..0000000000000000000000000000000000000000 diff --git a/rag/extracted/bajaj-allianz__health-guard-gold-individual__wordings._raw.txt b/rag/extracted/bajaj-allianz__health-guard-gold-individual__wordings._raw.txt deleted file mode 100644 index e69de29bb2d1d6434b8b29ae775ad8c2e48c5391..0000000000000000000000000000000000000000 diff --git a/rag/extracted/bajaj-allianz__health-guard__wordings._raw.txt b/rag/extracted/bajaj-allianz__health-guard__wordings._raw.txt deleted file mode 100644 index e69de29bb2d1d6434b8b29ae775ad8c2e48c5391..0000000000000000000000000000000000000000 diff --git a/rag/extracted/bajaj-allianz__silver-health__cis.json b/rag/extracted/bajaj-allianz__silver-health__cis.json deleted file mode 100644 index 2c496228cc3922770c5d147fdee5bae7cd9b08f4..0000000000000000000000000000000000000000 --- a/rag/extracted/bajaj-allianz__silver-health__cis.json +++ /dev/null @@ -1,151 +0,0 @@ -{ - "policy_id": "bajaj-allianz__silver-health__cis", - "insurer_name": "Bajaj Allianz General Insurance Co. Ltd.", - "insurer_slug": "bajaj-allianz", - "policy_name": "Silver Health", - "policy_type": null, - "uin_code": "BAJHLIP23213V052223", - "min_entry_age_years": null, - "max_entry_age_years": null, - "max_renewal_age_years": 999, - "min_child_entry_age_days": null, - "family_composition_allowed": null, - "residency_requirement": null, - "sum_insured_options_inr": [ - 200000, - 300000 - ], - "premium_payment_modes": null, - "premium_range_indicative_inr": { - "55": 11694, - "60": 17774 - }, - "premium_payment_term_years": 1, - "grace_period_days": null, - "free_look_period_days": 30, - "initial_waiting_period_days": 30, - "pre_existing_disease_waiting_months": 24, - "specific_disease_waiting_months": 12, - "specific_diseases_listed": [ - "Surgery for gastric or duodenal ulcers", - "Benign prostatic hypertrophy", - "Hydrocele", - "Haemorrhoids", - "Dysfunctional uterine bleeding", - "Endometriosis", - "Stones in the urinary and biliary systems", - "Prolapse of genitourinary/intra abdominal organs", - "Surgery on ears", - "Treatment for prolapsed intervertebral discs", - "Cataracts", - "Hernia of all types", - "Fistulae", - "Fissure in ano", - "Fibromyoma", - "Hysterectomy", - "Surgery on skin/ all internal or external tumours/cysts/ nodules/polyps of any kind including breast lumps", - "Treatment for benign tumors or malignant conditions or for organomegaly", - "Surgery on joints", - "Mental Illness", - "Genetic disorders", - "Macular Degeneration", - "Parkinson’s Disease", - "Alzheimer’s disease", - "Bariatric Surgery" - ], - "maternity_waiting_months": null, - "sub_limits_waiting_notes": "36 months (plan A) & 24 Months (plan B) – for Joint replacement surgery unless necessitated by accidental Bodily Injury", - "inpatient_hospitalization": { - "covered": true, - "limit_inr": null, - "limit_text": "Medical Expenses incurred due to admission to a Hospital for Illness or Accidental Bodily Injury, longer than 24 consecutive hours.", - "notes": null - }, - "pre_hospitalization_days": 30, - "post_hospitalization_days": 60, - "day_care_treatments": { - "covered": true, - "limit_inr": null, - "limit_text": "Medical Expenses incurred due to admission to a Hospital for Illness or Accidental Bodily Injury, for duration less than 24 consecutive hours as listed on Annexure I in Policy wordings", - "notes": null - }, - "domiciliary_treatment": { - "covered": true, - "limit_inr": null, - "limit_text": "Coverage for medical treatment for a period exceeding three days, for an illness/disease/injury, which in the normal course, would require care and treatment at a Hospital but, on the advice of the attending Medical Practitioner, is taken whilst confined at home", - "notes": "Applicable only for plan B" - }, - "ayush_coverage": null, - "maternity_coverage": null, - "newborn_coverage": null, - "organ_donor_expenses": null, - "ambulance_cover": { - "covered": true, - "limit_inr": 1000, - "limit_text": "Road Ambulance - max. up to ₹ 1,000/- per claim", - "notes": null - }, - "critical_illness_cover": null, - "restoration_benefit": null, - "no_claim_bonus_pct": 10.0, - "no_claim_bonus_cap_pct": 100.0, - "preventive_health_checkup": { - "covered": true, - "limit_inr": 5000, - "limit_text": "Plan A - After every 4 Claim Free Year, Plan B - After every 2 Year- 1% or max 5000 Whichever is lower", - "notes": null - }, - "room_rent_capping": "1% of hospitalization Sum Insured up to maximum Rs. 7,500 per day", - "icu_capping": null, - "copayment_pct": 10.0, - "copayment_trigger_notes": "Co-payment on all claims (Each and every admissible claim) for Plan B. 20% on each and every admissible claim if treatment availed in non-network hospital. This co-payment can be waived subject to payment of extra premium.", - "disease_wise_sub_limits": { - "cataract": "10% of Sum Insured, Max up to 40,000 per claim (whichever is lower)", - "domicilliary": "Covered up to 10% of Sum Insured" - }, - "deductible_amount_inr": null, - "geographic_coverage": null, - "worldwide_emergency_cover": null, - "network_hospital_count": null, - "cashless_treatment_supported": true, - "permanent_exclusions": [ - "Any hospital admission primarily for investigation diagnostic purpose", - "Expenses related to any admission primarily for enforced bed rest and not for receiving treatment.", - "Obesity/Weight Control", - "Change-of-gender treatments", - "Expenses for cosmetic or plastic surgery or any treatment to change appearance unless for reconstruction following an Accident, Burn(s) etc.", - "Expenses for treatment arising from insured committing or attempting to commit a breach of law with criminal intent.", - "Treatment for Alcoholism, drug or substance abuse.", - "Treatments received in heath hydros, nature cure clinics, etc. where admission is arranged wholly or partly for domestic reasons.", - "Dietary supplements and substances unless prescribed as part of hospitalization claim or day care procedure.", - "Expenses related to the treatment for correction of eye sight due to refractive error less than 7.5 dioptres.", - "Expenses related to any unproven treatment, services and supplies.", - "Expenses related to sterility and infertility.", - "Medical Treatment Expenses traceable to pregnancy and its complications.", - "Cosmetic dental procedures unless due to Accidental Injury.", - "Medical expenses where Inpatient care and medical supervision is not required", - "War, invasion, acts of foreign enemies", - "The cost of external durable medical equipment except Cost of Artificial Limbs, cost of prosthetic devices implanted during surgical procedure like Pacemaker, orthopedic implants, etc.", - "External medical equipment of any kind used at home as post Hospitalization –CPAP/CPAD", - "Congenital external diseases or defects or anomalies, growth hormone therapy, stem cell implantation or surgery except for Hematopoietic stem cells for bone marrow transplant for hematological conditions.", - "Intentional self-injury", - "Vaccination or inoculation", - "Circumcision unless required for the treatment of Illness or Accidental bodily injury.", - "All non-medical Items as per Annexure II in policy wordings", - "Any treatment received outside India" - ], - "temporary_exclusions": null, - "notable_exclusions_summary": null, - "claim_settlement_ratio_pct": null, - "claim_process_summary": "Cashless Claim process is available at Network Hospitals. Must intimate Us 48 hours before the planned Hospitalization and within 24 hours of emergency hospitalization and request pre-authorization. Reimbursement claim process applicable for claims where treatment is taken at a Non network hospital OR if cashless claim is denied. Must intimate Us 48 hours before the planned Hospitalization and within 48 hours of emergency hospitalization. Documentation must be submitted within 30 days of discharge. The Company shall settle or reject the claim within 45days from the date of receipt of last necessary document.", - "tat_cashless_authorization_hours": 2.0, - "available_riders": [ - "Room Rent Capping" - ], - "top_rider_examples": null, - "rider_premium_indicative_inr": null, - "source_pdf_path": null, - "source_pdf_url": "https://www.bajajallianz.com/health-insurance-plans/health-insurance-documents.html", - "last_updated_date": null, - "extraction_confidence_pct": 95.0 -} \ No newline at end of file diff --git a/rag/extracted/bajaj-allianz__tax-gain__cis.json b/rag/extracted/bajaj-allianz__tax-gain__cis.json deleted file mode 100644 index 0e97c7bdc69bb777e45db808c39b34513bfadf4a..0000000000000000000000000000000000000000 --- a/rag/extracted/bajaj-allianz__tax-gain__cis.json +++ /dev/null @@ -1,141 +0,0 @@ -{ - "policy_id": "bajaj-allianz__tax-gain__cis", - "insurer_name": "Bajaj Allianz General Insurance Co. Ltd.", - "insurer_slug": "bajaj-allianz", - "policy_name": "Tax Gain", - "policy_type": null, - "uin_code": "BAJHLIP21184V022021", - "min_entry_age_years": null, - "max_entry_age_years": null, - "max_renewal_age_years": null, - "min_child_entry_age_days": null, - "family_composition_allowed": null, - "residency_requirement": null, - "sum_insured_options_inr": null, - "premium_payment_modes": null, - "premium_range_indicative_inr": null, - "premium_payment_term_years": null, - "grace_period_days": null, - "free_look_period_days": 30, - "initial_waiting_period_days": 30, - "pre_existing_disease_waiting_months": 36, - "specific_disease_waiting_months": 24, - "specific_diseases_listed": [ - "gastric or duodenal ulcers", - "benign prostatic hypertrophy", - "all types of sinuses", - "hemorrhoids", - "dysfunctional uterine bleeding", - "endometriosis", - "stones in the urinary and biliary systems", - "surgery on ears/tonsils/adenoids/paranasal sinuses", - "cataracts", - "hernia and hydrocele of all types", - "fistulae", - "fissure in ano", - "fibromyoma", - "hysterectomy", - "surgery for any skin ailment", - "surgery on all internal or external tumours/cysts/nodules/polyps of any kind including breast lumps with exception of malignant tumor or growth", - "Parkinson’s Disease", - "Alzheimer’s Disease", - "Mental Illness" - ], - "maternity_waiting_months": null, - "sub_limits_waiting_notes": null, - "inpatient_hospitalization": { - "covered": true, - "limit_inr": null, - "limit_text": "Medical Expenses incurred due to admission to a Hospital for Illness or Accidental Bodily Injury, longer than 24 consecutive hours.", - "notes": null - }, - "pre_hospitalization_days": null, - "post_hospitalization_days": null, - "day_care_treatments": null, - "domiciliary_treatment": null, - "ayush_coverage": null, - "maternity_coverage": null, - "newborn_coverage": null, - "organ_donor_expenses": null, - "ambulance_cover": { - "covered": true, - "limit_inr": 1000, - "limit_text": "Max up to Rs 1000 per valid hospitalization claim.", - "notes": null - }, - "critical_illness_cover": null, - "restoration_benefit": null, - "no_claim_bonus_pct": null, - "no_claim_bonus_cap_pct": null, - "preventive_health_checkup": { - "covered": true, - "limit_inr": null, - "limit_text": "Preventive Health check up at the end of every 4 continuous policy years as per limits specified in policy wordings.", - "notes": null - }, - "room_rent_capping": null, - "icu_capping": null, - "copayment_pct": null, - "copayment_trigger_notes": null, - "disease_wise_sub_limits": null, - "deductible_amount_inr": null, - "geographic_coverage": null, - "worldwide_emergency_cover": null, - "network_hospital_count": null, - "cashless_treatment_supported": true, - "permanent_exclusions": [ - "Any hospital admission primarily for investigation diagnostic purpose", - "Expenses related to any admission primarily for enforced bed rest and not for receiving treatment", - "Obesity/Weight Control", - "Change-of-gender treatments", - "Expenses for cosmetic or plastic surgery or any treatment to change appearance unless for reconstruction following an Accident, Burn(s) etc.", - "Expenses for treatment arising from Insured committing or attempting to commit a breach of law with criminal intent", - "Treatment for Alcoholism, drug or substance abuse", - "Treatments received in health hydros, nature cure clinics, etc. where admission is arranged wholly or partly for domestic reasons", - "Dietary supplements and substances unless prescribed as part of hospitalization claim or day care procedure", - "Expenses related to the treatment for correction of eye sight due to refractive error less than 7.5 dioptres", - "Expenses related to any unproven treatment, services and supplies", - "Expenses related to sterility and infertility", - "Medical Treatment Expenses traceable to pregnancy and its complications", - "Cosmetic dental procedures unless due to Accidental Injury", - "Medical expenses where Inpatient care and medical supervision is not required", - "War, invasion, acts of foreign enemies", - "The cost of external durable medical equipment except Cost of Artificial Limbs, cost of prosthetic devices implanted during surgical procedure like Pacemaker, orthopedic implants, etc.", - "External medical equipment of any kind used at home as post Hospitalization", - "Congenital external diseases or defects or anomalies, growth hormone therapy, stem cell implantation or surgery except for Hematopoietic stem cells for bone marrow transplant for hematological conditions", - "Intentional self-injury", - "Vaccination or inoculation", - "All non-medical Items as per Annexure II in policy wordings", - "Any treatment received outside India", - "Circumcision unless required for the treatment of Illness or Accidental bodily injury", - "Treatment for any other system other than modern medicine (allopathy) and AYUSH therapies" - ], - "temporary_exclusions": null, - "notable_exclusions_summary": null, - "claim_settlement_ratio_pct": null, - "claim_process_summary": "Cashless treatment is only available at Network Hospitals. You or Your representative must intimate Us 48 hours before the planned Hospitalization and within 24 hours of emergency hospitalization and request pre-authorization by way of the written form. We will review each claim for Medical Expenses, coverage and accordingly issue an authorisation letter either to You or the Network Hospital. For reimbursement claims where treatment is taken at a Non network hospital or if cashless claim is denied, you must intimate Us 48 hours before the planned Hospitalization and within 48 hours of emergency hospitalization. You must submit all necessary documents within 30 days of discharge from a Hospital. The Company shall settle or reject the claim within 45 days from the date of receipt of last necessary document.", - "tat_cashless_authorization_hours": 2.0, - "available_riders": null, - "top_rider_examples": null, - "rider_premium_indicative_inr": null, - "source_pdf_path": null, - "source_pdf_url": null, - "last_updated_date": null, - "extraction_confidence_pct": null, - "modern_treatment_methods": { - "covered": true, - "limit_text": "Medical expenses incurred during admissible hospitalization, towards specified procedures including Uterine Artery Embolization, Balloon Sinuplasty, Deep Brain stimulation, Oral chemotherapy, Immunotherapy, Intra vitreal injections, Robotic surgeries, Stereotactic radio surgeries, Bronchial Thermoplastic, Vaporisation of the prostrate, IONM, Stem cell therapy for bone marrow transplant for haematological conditions." - }, - "source_metadata": { - "initial_waiting_period_days_clause": "Section D I", - "pre_existing_disease_waiting_months_clause": "Section D I", - "specific_disease_waiting_months_clause": "Section D I", - "inpatient_hospitalization_clause": "Section C 1", - "ambulance_cover_clause": "Section C 3", - "preventive_health_checkup_clause": "Section C 4", - "modern_treatment_methods_clause": "Section C 5", - "permanent_exclusions_clause": "Section D", - "claim_process_summary_clause": "Section E 29", - "free_look_period_days_clause": "Section E7" - } -} \ No newline at end of file diff --git a/rag/extracted/care-health__care-advantage-add-ons-protect-plus-care-shield__brochure.json b/rag/extracted/care-health__care-advantage-add-ons-protect-plus-care-shield__brochure.json deleted file mode 100644 index 251a4b68378ed6da935bca81bd10e51a0856b71a..0000000000000000000000000000000000000000 --- a/rag/extracted/care-health__care-advantage-add-ons-protect-plus-care-shield__brochure.json +++ /dev/null @@ -1,119 +0,0 @@ -{ - "policy_id": "care-health__care-advantage-add-ons-protect-plus-care-shield__brochure", - "insurer_name": "Care Health Insurance Limited", - "insurer_slug": "care-health", - "policy_name": "Care Advantage", - "policy_type": null, - "uin_code": "CHIHLIP26049V042526", - "min_entry_age_years": null, - "max_entry_age_years": null, - "max_renewal_age_years": null, - "min_child_entry_age_days": null, - "family_composition_allowed": null, - "residency_requirement": "Indian resident only", - "sum_insured_options_inr": [ - 2500000, - 5000000, - 10000000, - 20000000, - 30000000, - 60000000 - ], - "premium_payment_modes": null, - "premium_range_indicative_inr": null, - "premium_payment_term_years": null, - "grace_period_days": null, - "free_look_period_days": null, - "initial_waiting_period_days": 30, - "pre_existing_disease_waiting_months": 36, - "specific_disease_waiting_months": 24, - "specific_diseases_listed": null, - "maternity_waiting_months": null, - "sub_limits_waiting_notes": null, - "inpatient_hospitalization": { - "covered": true, - "limit_inr": null, - "limit_text": "Up to SI", - "notes": null - }, - "pre_hospitalization_days": 30, - "post_hospitalization_days": 60, - "day_care_treatments": { - "covered": true, - "limit_inr": null, - "limit_text": "Up to SI", - "notes": null - }, - "domiciliary_treatment": null, - "ayush_coverage": { - "covered": true, - "limit_inr": null, - "limit_text": "Up to SI", - "notes": null - }, - "maternity_coverage": null, - "newborn_coverage": null, - "organ_donor_expenses": { - "covered": true, - "limit_inr": null, - "limit_text": "Up to SI", - "notes": null - }, - "ambulance_cover": { - "covered": true, - "limit_inr": null, - "limit_text": "Up to SI", - "notes": null - }, - "critical_illness_cover": null, - "restoration_benefit": { - "covered": true, - "limit_inr": null, - "limit_text": "Up to SI and available for unrelated or same illness", - "notes": null - }, - "no_claim_bonus_pct": 10.0, - "no_claim_bonus_cap_pct": 50.0, - "preventive_health_checkup": { - "covered": true, - "limit_inr": null, - "limit_text": "Annual", - "notes": null - }, - "room_rent_capping": "No sub-limit", - "icu_capping": "No sub-limit", - "copayment_pct": 20.0, - "copayment_trigger_notes": "This benefit is available for age 61 and above", - "disease_wise_sub_limits": null, - "deductible_amount_inr": null, - "geographic_coverage": null, - "worldwide_emergency_cover": { - "covered": true, - "limit_inr": null, - "limit_text": "Up to SI", - "notes": "With Protect Plus add-on policy against payment of additional premium" - }, - "network_hospital_count": null, - "cashless_treatment_supported": true, - "permanent_exclusions": null, - "temporary_exclusions": null, - "notable_exclusions_summary": null, - "claim_settlement_ratio_pct": null, - "claim_process_summary": null, - "tat_cashless_authorization_hours": null, - "available_riders": [ - "Protect Plus", - "Care OPD", - "Care Advanced" - ], - "top_rider_examples": [ - "Protect Plus", - "Care OPD" - ], - "rider_premium_indicative_inr": null, - "source_pdf_path": null, - "source_pdf_url": null, - "last_updated_date": null, - "extraction_confidence_pct": 85.0, - "deductive_amount_inr": null -} \ No newline at end of file diff --git a/rag/extracted/care-health__care-advantage__brochure._raw.txt b/rag/extracted/care-health__care-advantage__brochure._raw.txt deleted file mode 100644 index e69de29bb2d1d6434b8b29ae775ad8c2e48c5391..0000000000000000000000000000000000000000 diff --git a/rag/extracted/care-health__care-classic__wordings.json b/rag/extracted/care-health__care-classic__wordings.json deleted file mode 100644 index 7747aa271161fc4d3d1fa94e58d2ffc784aaf7cd..0000000000000000000000000000000000000000 --- a/rag/extracted/care-health__care-classic__wordings.json +++ /dev/null @@ -1,109 +0,0 @@ -{ - "policy_id": "care-health__care-classic__wordings", - "insurer_name": "Care Health Insurance Limited", - "insurer_slug": "care-health", - "policy_name": "Care Classic", - "policy_type": null, - "uin_code": "CHIHLIP22071V012122", - "min_entry_age_years": null, - "max_entry_age_years": null, - "max_renewal_age_years": null, - "min_child_entry_age_days": null, - "family_composition_allowed": null, - "residency_requirement": null, - "sum_insured_options_inr": null, - "premium_payment_modes": null, - "premium_range_indicative_inr": null, - "premium_payment_term_years": null, - "grace_period_days": 30, - "free_look_period_days": null, - "initial_waiting_period_days": null, - "pre_existing_disease_waiting_months": 36, - "specific_disease_waiting_months": null, - "specific_diseases_listed": null, - "maternity_waiting_months": 36, - "sub_limits_waiting_notes": null, - "inpatient_hospitalization": { - "covered": true, - "limit_inr": null, - "limit_text": "Sum Insured as specified in the Policy Schedule", - "notes": "Hospitalization must be for a minimum period of 24 consecutive hours." - }, - "pre_hospitalization_days": 60, - "post_hospitalization_days": 90, - "day_care_treatments": { - "covered": true, - "limit_inr": null, - "limit_text": "Sum Insured as specified in the Policy Schedule", - "notes": "Treatment must not exceed 24 consecutive hours." - }, - "domiciliary_treatment": { - "covered": true, - "limit_inr": null, - "limit_text": "Amount specified against this Benefit in the Policy Schedule", - "notes": "Domiciliary Hospitalization must continue for a period exceeding 3 consecutive days." - }, - "ayush_coverage": { - "covered": true, - "limit_inr": null, - "limit_text": "Sum Insured as specified in the Policy Schedule", - "notes": "Treatment must be rendered from a registered Medical Practitioner." - }, - "maternity_coverage": { - "covered": true, - "limit_inr": null, - "limit_text": "Amount specified against this Benefit in the Policy Schedule", - "notes": "Waiting period of 36 months from the date of first inception of the policy." - }, - "newborn_coverage": { - "covered": true, - "limit_inr": null, - "limit_text": "Baby born during the Policy Period and is aged up to 90 days", - "notes": null - }, - "organ_donor_expenses": { - "covered": true, - "limit_inr": null, - "limit_text": "Limit specified against this Benefit in the Policy Schedule", - "notes": "Organ donor must be an eligible donor in accordance with The Transplantation of Human Organs Act, 1994." - }, - "ambulance_cover": { - "covered": true, - "limit_inr": null, - "limit_text": "Amount specified against this Benefit in the Policy Schedule", - "notes": "Ambulance transportation must be offered by a Hospital or by an Ambulance service provider." - }, - "critical_illness_cover": null, - "restoration_benefit": { - "covered": true, - "limit_inr": null, - "limit_text": "Unlimited Automatic Recharge", - "notes": "Recharge shall be utilized only after the base Sum Insured, 'No Claims Bonus' and 'Additional Sum Insured for Accidental Hospitalization' has been completely exhausted." - }, - "no_claim_bonus_pct": 25.0, - "no_claim_bonus_cap_pct": 150.0, - "preventive_health_checkup": null, - "room_rent_capping": "1% of SI per day or Single Private AC Room", - "icu_capping": "2% of SI per day or no limit", - "copayment_pct": 20.0, - "copayment_trigger_notes": "Applicable if Age of Insured Person or eldest Insured Person (in case of Floater) is 61 Years or above.", - "disease_wise_sub_limits": null, - "deductible_amount_inr": null, - "geographic_coverage": null, - "worldwide_emergency_cover": null, - "network_hospital_count": null, - "cashless_treatment_supported": true, - "permanent_exclusions": null, - "temporary_exclusions": null, - "notable_exclusions_summary": null, - "claim_settlement_ratio_pct": null, - "claim_process_summary": null, - "tat_cashless_authorization_hours": null, - "available_riders": null, - "top_rider_examples": null, - "rider_premium_indicative_inr": null, - "source_pdf_path": null, - "source_pdf_url": null, - "last_updated_date": null, - "extraction_confidence_pct": null -} \ No newline at end of file diff --git a/rag/extracted/care-health__care-heart__brochure._raw.txt b/rag/extracted/care-health__care-heart__brochure._raw.txt deleted file mode 100644 index e69de29bb2d1d6434b8b29ae775ad8c2e48c5391..0000000000000000000000000000000000000000 diff --git a/rag/extracted/care-health__care-senior__brochure.json b/rag/extracted/care-health__care-senior__brochure.json deleted file mode 100644 index 0a0833cd5bb5a13d5886e82d44773f76b7271357..0000000000000000000000000000000000000000 --- a/rag/extracted/care-health__care-senior__brochure.json +++ /dev/null @@ -1,126 +0,0 @@ -{ - "policy_id": "care-health__care-senior__brochure", - "insurer_name": "Care Health Insurance Limited", - "insurer_slug": "care-health", - "policy_name": "Care for Senior Citizens", - "policy_type": null, - "uin_code": "RHIHLIP21017V052021", - "min_entry_age_years": null, - "max_entry_age_years": 61, - "max_renewal_age_years": 999, - "min_child_entry_age_days": null, - "family_composition_allowed": null, - "residency_requirement": null, - "sum_insured_options_inr": [ - 300000, - 500000, - 700000, - 1000000 - ], - "premium_payment_modes": null, - "premium_range_indicative_inr": null, - "premium_payment_term_years": null, - "grace_period_days": null, - "free_look_period_days": null, - "initial_waiting_period_days": 30, - "pre_existing_disease_waiting_months": 48, - "specific_disease_waiting_months": 24, - "specific_diseases_listed": [ - "Cataract", - "Total Knee Replacement", - "Hernia", - "Hysterectomy", - "Benign Prostate Hypertrophy (BPH)", - "Stones of renal system", - "Cerebrovascular and Cardiovasular disorders", - "Cancer", - "Other renal complications and Disorders", - "Breakage of bones" - ], - "maternity_waiting_months": null, - "sub_limits_waiting_notes": null, - "inpatient_hospitalization": { - "covered": true, - "limit_inr": null, - "limit_text": "Up to Sum Insured", - "notes": null - }, - "pre_hospitalization_days": 30, - "post_hospitalization_days": 60, - "day_care_treatments": { - "covered": true, - "limit_inr": null, - "limit_text": "541 Procedures", - "notes": null - }, - "domiciliary_treatment": { - "covered": true, - "limit_inr": null, - "limit_text": "Up to 10% of SI, covered after 3 days", - "notes": null - }, - "ayush_coverage": null, - "maternity_coverage": null, - "newborn_coverage": null, - "organ_donor_expenses": { - "covered": true, - "limit_inr": 50000, - "limit_text": "Up to ₹50,000 for 3 Lacs plan, Up to ₹1,00,000 for 5,7,10 Lacs plan", - "notes": null - }, - "ambulance_cover": { - "covered": true, - "limit_inr": 1500, - "limit_text": "Up to ₹1,500 per hospitalization for 3 Lacs plan, Up to ₹2,000 per hospitalization for 5,7,10 Lacs plan", - "notes": null - }, - "critical_illness_cover": null, - "restoration_benefit": { - "covered": true, - "limit_inr": null, - "limit_text": "Yes to SI (Once in a Policy Year)", - "notes": null - }, - "no_claim_bonus_pct": 10.0, - "no_claim_bonus_cap_pct": 50.0, - "preventive_health_checkup": { - "covered": true, - "limit_inr": null, - "limit_text": "Yes, all members", - "notes": null - }, - "room_rent_capping": "1% SI per day (Max. up to 1% of SI per day) for 3 Lacs plan, Single Private AC Room (Max. up to 1% of SI per day) for 5,7,10 Lacs plan", - "icu_capping": "2% SI per day", - "copayment_pct": 20.0, - "copayment_trigger_notes": "If your age is 61 years or more, we provide you an option to choose for co-payment of 20% per claim (over & above any other co-payment, If any) which applies to you. We pay the rest.", - "disease_wise_sub_limits": { - "Cataract": "₹20,000 per eye for 3 Lacs plan, ₹30,000 per eye for 5,7,10 Lacs plan", - "Total Knee Replacement": "₹80,000 per knee for 3 Lacs plan, ₹1,00,000 per knee for 5,7,10 Lacs plan", - "Hernia": "₹50,000 for 3 Lacs plan, ₹65,000 for 5,7,10 Lacs plan", - "Hysterectomy": "₹50,000 for 3 Lacs plan, ₹65,000 for 5,7,10 Lacs plan", - "Benign Prostate Hypertrophy (BPH)": "₹50,000 for 3 Lacs plan, ₹65,000 for 5,7,10 Lacs plan", - "Stones of renal system": "₹50,000 for 3 Lacs plan, ₹65,000 for 5,7,10 Lacs plan", - "Cerebrovascular and Cardiovasular disorders": "₹2,00,000 for 3 Lacs plan, ₹2,50,000 for 5,7,10 Lacs plan", - "Cancer": "₹2,00,000 for 3 Lacs plan, ₹2,50,000 for 5,7,10 Lacs plan", - "Other renal complications and Disorders": "₹2,00,000 for 3 Lacs plan, ₹2,50,000 for 5,7,10 Lacs plan", - "Breakage of bones": "₹2,00,000 for 3 Lacs plan, ₹2,50,000 for 5,7,10 Lacs plan" - }, - "deductible_amount_inr": null, - "geographic_coverage": null, - "worldwide_emergency_cover": null, - "network_hospital_count": null, - "cashless_treatment_supported": true, - "permanent_exclusions": null, - "temporary_exclusions": null, - "notable_exclusions_summary": null, - "claim_settlement_ratio_pct": null, - "claim_process_summary": null, - "tat_cashless_authorization_hours": null, - "available_riders": null, - "top_rider_examples": null, - "rider_premium_indicative_inr": null, - "source_pdf_path": null, - "source_pdf_url": null, - "last_updated_date": null, - "extraction_confidence_pct": 90.0 -} \ No newline at end of file diff --git a/rag/extracted/care-health__care-supreme-enhance__wordings._raw.txt b/rag/extracted/care-health__care-supreme-enhance__wordings._raw.txt deleted file mode 100644 index e69de29bb2d1d6434b8b29ae775ad8c2e48c5391..0000000000000000000000000000000000000000 diff --git a/rag/extracted/care-health__care-supreme__wordings.json b/rag/extracted/care-health__care-supreme__wordings.json deleted file mode 100644 index 26e11ffe8457389063e45e263c6eb4f79066bee9..0000000000000000000000000000000000000000 --- a/rag/extracted/care-health__care-supreme__wordings.json +++ /dev/null @@ -1,126 +0,0 @@ -{ - "policy_id": "care-health__care-supreme__wordings", - "insurer_name": "Care Health Insurance Limited", - "insurer_slug": "care-health", - "policy_name": "Care Supreme", - "policy_type": null, - "uin_code": "CHIHLIP23128V012223", - "min_entry_age_years": null, - "max_entry_age_years": null, - "max_renewal_age_years": null, - "min_child_entry_age_days": null, - "family_composition_allowed": null, - "residency_requirement": null, - "sum_insured_options_inr": null, - "premium_payment_modes": null, - "premium_range_indicative_inr": null, - "premium_payment_term_years": null, - "grace_period_days": 30, - "free_look_period_days": 30, - "initial_waiting_period_days": null, - "pre_existing_disease_waiting_months": 36, - "specific_disease_waiting_months": 24, - "specific_diseases_listed": null, 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"maternity_coverage": null, - "newborn_coverage": { - "covered": true, - "limit_inr": null, - "limit_text": "Covered from day 1", - "notes": "All applicable waiting periods stand valid for this benefit." - }, - "organ_donor_expenses": { - "covered": true, - "limit_inr": null, - "limit_text": "No limit", - "notes": "Donor must be eligible in accordance with The Transplantation of Human Organs Act, 1994." - }, - "ambulance_cover": { - "covered": true, - "limit_inr": null, - "limit_text": "No limit", - "notes": "Transportation must be certified by a Medical Practitioner as Medically Necessary." - }, - "critical_illness_cover": null, - "restoration_benefit": { - "covered": true, - "limit_inr": null, - "limit_text": "Unlimited Automatic Recharge", - "notes": "Recharge is applicable only after base Sum Insured, applicable Cumulative Bonus, and Plus Benefit (if applicable) have been exhausted." - }, - "no_claim_bonus_pct": 50.0, - "no_claim_bonus_cap_pct": 100.0, - "preventive_health_checkup": { - "covered": true, - "limit_inr": null, - "limit_text": "Once per Policy Year", - "notes": "Available for Insured Persons aged 18 years or above." - }, - "room_rent_capping": "No limit", - "icu_capping": "No limit", - "copayment_pct": null, - "copayment_trigger_notes": "Optional Benefit: Co-payment can be opted for, and the Insured Person will bear a specified Co-payment.", - "disease_wise_sub_limits": null, - "deductible_amount_inr": null, - "geographic_coverage": null, - "worldwide_emergency_cover": null, - "network_hospital_count": null, - "cashless_treatment_supported": true, - "permanent_exclusions": null, - "temporary_exclusions": null, - "notable_exclusions_summary": null, - "claim_settlement_ratio_pct": null, - "claim_process_summary": null, - "tat_cashless_authorization_hours": null, - "available_riders": [ - "Smart Select", - "Room Rent Modification", - "PED Wait Period Modification", - "Named Ailment Wait Period Modification", - "Instant 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e69de29bb2d1d6434b8b29ae775ad8c2e48c5391..0000000000000000000000000000000000000000 diff --git a/rag/extracted/icici-lombard__elevate__wordings.json b/rag/extracted/icici-lombard__elevate__wordings.json deleted file mode 100644 index 30474d75bcf80203c4cf6c76256f290f20fd4ca8..0000000000000000000000000000000000000000 --- a/rag/extracted/icici-lombard__elevate__wordings.json +++ /dev/null @@ -1,124 +0,0 @@ -{ - "policy_id": "icici-lombard__elevate__wordings", - "insurer_name": "ICICI Lombard General Insurance Company Limited", - "insurer_slug": "icici-lombard", - "policy_name": "Elevate", - "policy_type": null, - "uin_code": "ICIHLIP25048V042425", - "min_entry_age_years": null, - "max_entry_age_years": null, - "max_renewal_age_years": null, - "min_child_entry_age_days": 91, - "family_composition_allowed": null, - "residency_requirement": null, - "sum_insured_options_inr": null, - "premium_payment_modes": null, - "premium_range_indicative_inr": null, - "premium_payment_term_years": null, - 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b/tools/direct_test.py deleted file mode 100644 index b53276e81f40f943512a9907352a40f3a7f1c114..0000000000000000000000000000000000000000 --- a/tools/direct_test.py +++ /dev/null @@ -1,37 +0,0 @@ -"""Direct A/B test: Groq vs Sarvam with new compact prompt.""" -import asyncio, time, httpx -from rag.extract import build_extract_prompt, schema_excerpt, read_full_text, EXTRACT_SYSTEM, json_from_llm_text -from backend.providers.sarvam_llm import SarvamLLM -from backend.providers.groq_llm import GroqLLM -from backend.providers.base import ChatMessage -from pathlib import Path - -async def test_one(llm_cls, name, p): - text = read_full_text(p) - prompt = build_extract_prompt(text, schema_excerpt(), 'test') - msgs = [ChatMessage(role='system',content=EXTRACT_SYSTEM), ChatMessage(role='user',content=prompt)] - llm = llm_cls() - t0 = time.time() - try: - r = await llm.chat(messages=msgs, temperature=0.0, max_tokens=2048) - el = time.time()-t0 - print(f'{name} OK in {el:.1f}s, len={len(r.text)}') - try: - j = json_from_llm_text(r.text) - print(f' json keys: {len(j)}, sample: {list(j.keys())[:5]}') - except Exception as e: - print(f' parse FAIL: {type(e).__name__}: {e}') - print(f' first 300 chars: {r.text[:300]}') - print(f' last 300 chars: {r.text[-300:]}') - except Exception as e: - el = time.time()-t0 - print(f'{name} FAIL in {el:.1f}s: {type(e).__name__}: {str(e)[:200]}') - -async def main(): - p = Path('rag/corpus/aditya-birla/activ-secure-cancer-secure__brochure.pdf') - print('=== GROQ ===') - await test_one(GroqLLM, 'groq', p) - print('\n=== SARVAM ===') - await test_one(SarvamLLM, 'sarvam', p) - -asyncio.run(main())