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FastAPI-Backend-Models / services

Commit History

Dec 23, 2025

10:25
fix: Resolve merge conflicts in tts_service.py, ensuring proper integration of gTTS for text-to-speech functionality and maintaining MP3 format support.

malek-messaoudii

77e2cd7
10:19
feat: Update TTS functionality to use gTTS for text-to-speech conversion, supporting only MP3 format. Adjust requirements and model fields for compatibility.

malek-messaoudii

9c9026a
09:54
feat: Introduce individual GROQ API keys for Topic, STT, TTS, and Chat services, enhancing configuration flexibility and service initialization checks across the application.

Yassine Mhirsi

16153ee

Dec 13, 2025

10:45
Merge branch 'main' of https://huggingface.co/spaces/NLP-Debater-Project/FastAPI-Backend-Models

Yassine Mhirsi

7f4de42
10:34
similarity

Yassine Mhirsi

22ad0ba
07:36
refactor: Update GROQ_TOPIC_MODEL to the latest production version and adjust fallback models in TopicService for improved model selection and stability.

malek-messaoudii

ce133a0
07:35
refactor: Update GROQ_TOPIC_MODEL for consistency and adjust fallback models in TopicService to enhance model selection and robustness.

malek-messaoudii

e2251fd
07:29
feat: Add GROQ_TOPIC_MODEL configuration and enhance TopicService to utilize it for improved model selection during initialization, including fallback options for robustness.

malek-messaoudii

870d2ba
06:55
feat: Add extract_topic and voice_chat tools to MCP service, enhancing functionality for topic extraction and chatbot responses. Update models and routes to support new features.

malek-messaoudii

1ce17ff

Dec 12, 2025

23:22
refactor: Update file path handling in TopicSimilarityService for improved error reporting and ensure absolute paths for topic and embeddings cache files

Yassine Mhirsi

e97ac87
23:10
feat: Add topic similarity service using Google Generative AI embeddings, enabling improved topic matching and similarity analysis. Update topic extraction logic to utilize this service and enhance overall functionality.

Yassine Mhirsi

a453c29
17:43
refactor: Simplify topic extraction logic in TopicService by removing Pydantic schema, enhancing JSON response handling, and adding fuzzy matching for improved topic validation.

Yassine Mhirsi

94c2a9a
17:37
feat: Introduce predefined topics list in TopicService and enhance topic extraction logic to validate against this list, ensuring accurate topic matching and improved error handling.

Yassine Mhirsi

7218dd0
17:06
fix: Update topic extraction instructions in TopicService to specify that the main idea should be captured in simple English.

Yassine Mhirsi

77f9f6f
17:01
fix: Clarify topic extraction instructions in the TopicService to specify that the output should be a single sentence capturing the main idea.

Yassine Mhirsi

0ab4347
16:19
feat: Add analysis endpoints and service for processing arguments, extracting topics, and predicting stance

Yassine Mhirsi

430b54f
15:43
feat: Implement user management service with Supabase integration, including user registration, retrieval, and name update endpoints.

Yassine Mhirsi

6e8d513
05:22
feat: Add `GenerateModelManager` for loading Hugging Face generation models and performing text generation.

S01Nour

2ed0ab3
04:36
feat: Implement generation model manager for Hugging Face Seq2Seq models and add a debug script for testing generation.

S01Nour

c924863

Dec 11, 2025

18:11
Merge branch 'main' of https://huggingface.co/spaces/NLP-Debater-Project/FastAPI-Backend-Models

Yassine Mhirsi

f101875
18:10
feat: Add topic-related schemas and API routes for topic management, along with LangChain dependencies in requirements.

Yassine Mhirsi

2380f6f
16:41
refactor: Remove GenerateArgumentRequest and GenerateArgumentResponse models; update generate_argument endpoint to accept topic and position parameters.

malek-messaoudii

c508ed0
10:48
feat: Introduce FastAPI endpoints for single and batch text generation with Pydantic models and Hugging Face model management.

S01Nour

306b243
09:41
refactor: Remove notebook and establish API routing structure.

S01Nour

65bf3d8
09:17
Merge branch 'main' of https://huggingface.co/spaces/NLP-Debater-Project/FastAPI-Backend-Models

S01Nour

6db5781
09:03
feat: Add text generation API endpoint with T5 model integration.

S01Nour

0d13811

Dec 10, 2025

20:37
Refactor MCP tool handling to use hardcoded tool definitions and improve return value handling in health check and tool calls

malek-messaoudii

b36d7d0
18:13
Update mcp_service.py

malek-messaoudii

812086d
15:55
update mcp part

malek-messaoudii

1315b27
15:50
correct main

malek-messaoudii

3c58a94
15:38
Update mcp_service.py

malek-messaoudii

f186b6f
15:35
Update mcp_service.py

malek-messaoudii

3677973
15:29
update mcp part

malek-messaoudii

83c5f9d
08:58
add mcp part

malek-messaoudii

8791d59

Dec 8, 2025

11:28
Update chat voice part

malek-messaoudii

a71355d
11:06
Update chat endpoints

malek-messaoudii

c059296
11:00
Add chat part

malek-messaoudii

1d46e48
10:48
Correct version

malek-messaoudii

c45f0d6
09:47
update services

malek-messaoudii

1e7709f

Dec 7, 2025

13:07
CORRECT services

malek-messaoudii

587fe4f
13:02
Update stt_service.py

malek-messaoudii

209f7bb
13:00
Update main

malek-messaoudii

d43ba60
10:05
Add groq apis

malek-messaoudii

2da4544

Nov 27, 2025

21:48
Refactor requirements and chatbot services; enhance service initialization and error handling for TTS and STT functionalities

malek-messaoudii

691fd14
21:37
Refactor audio processing and chatbot services; enhance STT and TTS functionalities with base64 support and session management

malek-messaoudii

56dc677
20:58
Update files

malek-messaoudii

674469e
16:52
Update requirements and refactor STT and chatbot services for improved model loading and error handling

malek-messaoudii

3b2b211
16:46
Refactor chatbot and STT services to improve model loading, response generation, and error handling; utilize Hugging Face API for STT functionality

malek-messaoudii

e8aa76b
16:03
fix errors

malek-messaoudii

a8c8142
15:55
update stt

malek-messaoudii

47a3efb

Commit History

Dec 23, 2025

fix: Resolve merge conflicts in tts_service.py, ensuring proper integration of gTTS for text-to-speech functionality and maintaining MP3 format support.

feat: Update TTS functionality to use gTTS for text-to-speech conversion, supporting only MP3 format. Adjust requirements and model fields for compatibility.

feat: Introduce individual GROQ API keys for Topic, STT, TTS, and Chat services, enhancing configuration flexibility and service initialization checks across the application.

Dec 13, 2025

Merge branch 'main' of https://huggingface.co/spaces/NLP-Debater-Project/FastAPI-Backend-Models

similarity

refactor: Update GROQ_TOPIC_MODEL to the latest production version and adjust fallback models in TopicService for improved model selection and stability.

refactor: Update GROQ_TOPIC_MODEL for consistency and adjust fallback models in TopicService to enhance model selection and robustness.

feat: Add GROQ_TOPIC_MODEL configuration and enhance TopicService to utilize it for improved model selection during initialization, including fallback options for robustness.

feat: Add extract_topic and voice_chat tools to MCP service, enhancing functionality for topic extraction and chatbot responses. Update models and routes to support new features.

Dec 12, 2025

refactor: Update file path handling in TopicSimilarityService for improved error reporting and ensure absolute paths for topic and embeddings cache files

feat: Add topic similarity service using Google Generative AI embeddings, enabling improved topic matching and similarity analysis. Update topic extraction logic to utilize this service and enhance overall functionality.

refactor: Simplify topic extraction logic in TopicService by removing Pydantic schema, enhancing JSON response handling, and adding fuzzy matching for improved topic validation.

feat: Introduce predefined topics list in TopicService and enhance topic extraction logic to validate against this list, ensuring accurate topic matching and improved error handling.

fix: Update topic extraction instructions in TopicService to specify that the main idea should be captured in simple English.

fix: Clarify topic extraction instructions in the TopicService to specify that the output should be a single sentence capturing the main idea.

feat: Add analysis endpoints and service for processing arguments, extracting topics, and predicting stance

feat: Implement user management service with Supabase integration, including user registration, retrieval, and name update endpoints.

feat: Add `GenerateModelManager` for loading Hugging Face generation models and performing text generation.

feat: Implement generation model manager for Hugging Face Seq2Seq models and add a debug script for testing generation.

Dec 11, 2025

Merge branch 'main' of https://huggingface.co/spaces/NLP-Debater-Project/FastAPI-Backend-Models

feat: Add topic-related schemas and API routes for topic management, along with LangChain dependencies in requirements.

refactor: Remove GenerateArgumentRequest and GenerateArgumentResponse models; update generate_argument endpoint to accept topic and position parameters.

feat: Introduce FastAPI endpoints for single and batch text generation with Pydantic models and Hugging Face model management.

refactor: Remove notebook and establish API routing structure.

Merge branch 'main' of https://huggingface.co/spaces/NLP-Debater-Project/FastAPI-Backend-Models

feat: Add text generation API endpoint with T5 model integration.

Dec 10, 2025

Refactor MCP tool handling to use hardcoded tool definitions and improve return value handling in health check and tool calls

Update mcp_service.py

update mcp part

correct main

Update mcp_service.py

Update mcp_service.py

update mcp part

add mcp part

Dec 8, 2025

Update chat voice part

Update chat endpoints

Add chat part

Correct version

update services

Dec 7, 2025

CORRECT services

Update stt_service.py

Update main

Add groq apis

Nov 27, 2025

Refactor requirements and chatbot services; enhance service initialization and error handling for TTS and STT functionalities

Refactor audio processing and chatbot services; enhance STT and TTS functionalities with base64 support and session management

Update files

Update requirements and refactor STT and chatbot services for improved model loading and error handling

Refactor chatbot and STT services to improve model loading, response generation, and error handling; utilize Hugging Face API for STT functionality

fix errors

update stt