generative-ai 4 large-language-models 4 prompt-engineering 4 retrieval-augmented-generation 4 vector-search 3 langchain 3 chatopenai 3 prompt-templates 2 output-parsers 2 multi-prompt-chain 2 llm-router-chain 2 google-gemini-ai 2 faiss 2 anthropic-claude 2 knowledge-graph 2 rag-pipeline 2 huggingface 2 semantic-search 2 text-embedding 2 speecf 2 speech-to-text-transcription 2 streamlit-webapp 2 text-generation 2 custom-llm 2 ai-chatbot 2 python 2 chromadb 2 static-analysis 1 static-code-analysis 1 streamlit 1 vulnerability-scanner 1 retrieval-qa 1 multi-modal-rag 1 llm-retrieval 1 langchain-rag 1 knowledge-augmented-llm 1 huggingface-rag 1 document-retrieval 1 embedding-models 1 finetuning-llms 1 contrastive-learning 1 chroma-db 1 vehicle-routing-problem 1 llm-apps 1 large-language-model 1 explainability 1 contrastive-explanations 1 conterfactual 1 combinatorial-optimization 1 deepgram-api 1 multi-agent-systems 1 crewai 1 autonomous-agents 1 ai-agents-framework 1 ai-agents-automation 1 ai-agents 1 agent-orchestration 1 multi-modal-ai 1 llm-agents 1 fine-tuning-llms 1 document-processing 1 github-integration 1 faiss-vector-search 1 developer-tools 1 developer-productivity 1 codebase-navigation 1 code-understanding 1 code-exploration 1 code-documentation 1 ast-parsing 1 ai-code-assistant 1 vectorstores 1 text-splitter 1 rag-implementation 1 prompt-template 1 parallel-chain 1 openai-embeddings 1 faiss-vector-database 1 document-loader 1 rag 1 nlp 1 medical-information-extraction 1 medical-assistant 1 llama3-fine-tuning 1 knowledge-retrieval 1 healthcare-nlp 1 healthcare-chatbot 1 health-ai 1 conversational-ai 1 semgrep 1 security-tools 1 security-scanning 1 security-automation 1 security-analysis 1 llm 1 groq 1 docker 1 code-security 1 code-analysis 1 ai-powered 1