pseo/data.json

{
  "frameworks": [
    "LangChain", "LlamaIndex", "AutoGPT", "CrewAI", "AutoGen",
    "ChatGPT Plugins", "Claude API", "Gemini API", "Mistral AI",
    "OpenAI Assistants", "Haystack", "Semantic Kernel", "Flowise",
    "Dify", "AgentGPT", "BabyAGI", "SuperAGI", "Dust", "Vertex AI",
    "AWS Bedrock", "Cohere API", "Ollama", "LM Studio", "PrivateGPT"
  ],
  "use_cases": [
    "Customer Support Bot", "Coding Assistant", "Medical Diagnosis AI",
    "Legal Research AI", "Financial Advisor AI", "HR Onboarding Bot",
    "Sales CRM AI", "Educational Tutor AI", "Mental Health Chatbot",
    "Personal AI Assistant", "Research Summarizer", "Document Q&A Bot",
    "Call Center AI", "E-commerce Recommendation AI", "Security Analyst AI",
    "DevOps Incident Response AI", "Content Writing Assistant",
    "Meeting Notes AI", "Email Drafting AI", "Contract Review AI"
  ],
  "problems": [
    "AI forgets context between sessions",
    "chatbot loses memory after restart",
    "LLM cannot remember past conversations",
    "AI agent has no long-term memory",
    "vector database not preserving conversation history",
    "RAG system missing temporal context",
    "AI cannot recall user preferences",
    "GPT loses thread after token limit",
    "agent memory resets every session",
    "AI cannot trace cause and effect in conversations"
  ],
  "comparisons": [
    "Redis", "Pinecone", "Weaviate", "Chroma", "Qdrant",
    "PostgreSQL", "MongoDB", "Zep", "Mem0", "MemGPT"
  ]
}