├── .github ├── archive │ └── Custom GPTs │ │ └── Assistant_Architect │ │ ├── 1-LangChain-Python_Quickstart-Straightforward_Examples_and_Beginners_Guide.md │ │ ├── 2-LangChain_Expression_Language-Build_Your_First_App.md │ │ ├── 3-LangChain-Routing-Prompt_Size_Management-Code_Writing.md │ │ ├── 4-LangServe-Guide-Deploy_LangChain_Runnables_and_Chains.md │ │ ├── 5-LangSmith-Guide-Tracing-Evaluation-Auditing.md │ │ ├── 6-LangChain-VectorDatabases.md │ │ ├── 7-HuggingFace-Transformers-Pipelines.md │ │ ├── Custom_Instructions.txt │ │ └── map.json └── dependabot.yml ├── .gitignore ├── .gitmodules ├── .pylintrc ├── LICENSE ├── README.md ├── docs ├── Continued Education │ ├── A Rubric for ML Production Readiness and Technical Debt Reduction.pdf │ ├── Code Generation with AlphaCodium From Prompt Engineering to Flow-2401.08500.pdf │ ├── DERA-Dialogue-Enabled-Resolving-Agents_Enhancing-LLMs-Model-Completion.pdf │ ├── Least-to-Most Prompting Enables Complex Reasoning in Large Language Models-2205.10625.pdf │ ├── Lets_Verify_Step_by_Step-GPT-OpenAI.pdf │ ├── Lost in the Middle-How Language Models Use Long Contexts-2307.03172.pdf │ ├── Mamba Linear-Time Sequence Modeling with Selective State Spaces 2312.00752.pdf │ ├── Pressure-Testing-GPT4_Claud21-Long_Context_Retrieval.pdf │ ├── RAPTOR RECURSIVE ABSTRACTIVE PROCESSING - 2401.18059.pdf │ ├── ReAct-SYNERGIZING REASONING AND ACTING IN LANGUAGE MODELS-2210.03629.pdf │ ├── corrective-retrieval-augmented-generation-2401.15884.pdf │ ├── gpt-4-system-card.pdf │ ├── gpt-4.pdf │ ├── practitioners_guide_to_mlops-Google_whitepaper.pdf │ └── self-reflective-retrieval-augmented-generation-2310.11511.pdf ├── README.md ├── prompt-cheatsheet.md └── prompts_MASTER.md ├── pdm.lock ├── pyproject.toml ├── src ├── assets │ └── CHAD.png ├── langchain │ ├── .archive │ │ ├── README.md │ │ ├── agentexecutor_rag.ipynb │ │ ├── image_generation_and_captioning.ipynb │ │ └── learn_rag_OLD.ipynb │ ├── codesnippets │ │ ├── bufferwindow_memory.py │ │ ├── chatopenai.py │ │ └── multi_queryvector_retrieval.py │ ├── notebooks │ │ ├── DeepSeek.ipynb │ │ ├── agentexecutor_custom_tools.ipynb │ │ ├── example.env │ │ ├── langsmith_walkthrough.ipynb │ │ ├── lcel_runnables_and_chains.ipynb │ │ ├── openai_functionsparser_serpsearching.ipynb │ │ ├── rag_MergedDataLoader.ipynb │ │ ├── rag_basics.ipynb │ │ ├── rag_mongoDB.ipynb │ │ ├── rag_pinecone_chromadb.ipynb │ │ └── rag_python_code.ipynb │ └── packages │ │ ├── rag-with-agents │ │ ├── directoryloader │ │ │ ├── .env.template │ │ │ ├── README.md │ │ │ ├── __init__.py │ │ │ ├── qa_local_docs.py │ │ │ └── run_qa_local_docs.py │ │ ├── faiss_retriever.py │ │ └── pypdfdirectoryloader │ │ │ ├── README.md │ │ │ ├── __init__.py │ │ │ ├── query_local_docs.py │ │ │ └── requirements.txt │ │ └── vectorstore-rag │ │ └── pinecone │ │ ├── README.md │ │ ├── __init__.py │ │ ├── application.py │ │ ├── documentservice.py │ │ ├── main.py │ │ └── vectorstoreservice.py ├── opai │ ├── codesnippets │ │ └── tts.py │ └── notebooks │ │ └── gen-qa-openai.ipynb └── transformers │ ├── codesnippets │ └── dolphin_mixtral.py │ ├── notebooks │ └── asr_pipelines.ipynb │ └── packages │ ├── audiotranscription │ ├── mictranscription │ │ ├── __init__.py │ │ ├── requirements.txt │ │ ├── run.py │ │ └── transcribe_microphone.py │ └── taskcreation │ │ ├── __init__.py │ │ └── transcribe_tasks.py │ └── trainwithaccelerate │ ├── .env.template │ ├── README.md │ ├── __init__.py │ └── fine_tune_sequence_classification_model.py └── tests ├── __init__.py ├── microphone_transcriber.py ├── op_auto_embeddings.py ├── retrieval_augmented_gen.py ├── test_fine_tune_sequence_classification_model.py └── test_query_local_docs.py /.github/archive/Custom GPTs/Assistant_Architect/1-LangChain-Python_Quickstart-Straightforward_Examples_and_Beginners_Guide.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Daethyra/Build-RAGAI/HEAD/.github/archive/Custom 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