LangChain Commands

LangChain Commands

LangChain : Schema - text

• https://medium.com/@arshren/unlock-the-power-of-langchain-to-summarize-text-40c2a1029c09

• https://medium.com/aimonks/how-ai-reads-big-text-data-langchain-and-pinecone-eb7134e5918a

• https://medium.com/@tech.verse/its-a-helpful-guide-for-those-interested-in-text-classification-using-langchain-ee2528a18099

LangChain : Schema - Chat Messages

• https://medium.com/@hohanga/developing-vue-apps-with-the-quasar-library-custom-chat-messages-a82891640157

• https://medium.com/@hohanga/developing-vue-apps-with-the-quasar-library-carousel-controls-and-chat-messages-257a637aeb3e

• https://medium.com/@gil.fernandes/langchain-chat-with-custom-tools-functions-and-memory-e34daa331aa7

LangChain : Schema - Examples

• https://medium.com/@shishirsingh66g/langchain-concepts-part-2-schema-fcc9c738d768

LangChain : Schema - Document

• https://medium.com/@nagarajansivathanu/y-not-explore-mongo-db-a-schema-less-document-based-no-sql-database-7fbe97d02e8c

• https://medium.com/@andysingal/introduction-to-pydantic-and-langchain-document-tagging-69dce0f94eac

• https://medium.com/@gil.fernandes/langchain-document-retrieval-with-question-and-answers-c5126cdcffb8

LangChain : Models - Language Model

• https://medium.com/aimonks/customize-large-language-models-using-langchain-part-1-4731427532a1
• https://medium.com/ai-in-plain-english/fine-tuning-large-language-models-with-langchain-1cf453349001
• https://medium.com/towards-artificial-intelligence/query-your-dataframes-with-powerful-large-language-models-using-langchain-abe25782def5

```

LangChain : Models - Chat Model

• https://medium.com/towards-artificial-intelligence/chat-model-showdown-gpt4-vs-gpt-3-5-vs-llama-2-in-a-simulated-debate-part-1-41e4f8dcc8bd
• https://medium.com/@vasanths/conversational-ai-chat-with-your-documents-using-llama2-aws-sagemaker-langchain-%EF%B8%8F-509b08db972d
• https://medium.com/@ricardo-reis/models-usados-no-langchain-ff7e285885b5

LangChain : Models - Text Embedding Model

• https://medium.com/@ricardo-reis/models-usados-no-langchain-ff7e285885b5
• https://medium.com/@kbdhunga/text-clustering-and-labeling-utilizing-openai-api-677271e0763c

LangChain : Index - Document Loaders

• https://medium.com/towards-data-science/all-you-need-to-know-to-build-your-first-llm-app-eb982c78ffac
• https://medium.com/@ynotfriedman2/automatic-loader-for-any-document-in-langchain-f9f8f798da0e
• https://medium.com/@andysingal/introduction-to-pydantic-and-langchain-document-tagging-69dce0f94eac

LangChain : Index - Text Splitters

• https://medium.com/@gustavo-espindola/%EF%B8%8F-%EF%B8%8F-text-splitters-smart-text-division-with-langchain-1fa8ac09eb3c
• https://medium.com/@gustavo-espindola/%EF%B8%8F-%EF%B8%8F-text-splitters-dividiendo-texto-de-forma-inteligente-62f5f8d6ad52
• https://medium.com/@fabio.matricardi/ciao-e6f354745d07

LangChain : Index - Retriever

• https://medium.com/@meta_heuristic/dont-make-this-data-mess-mistakes-with-langchain-and-rag-a07f813c21e9
• https://medium.com/neo4j/langchain-library-adds-full-support-for-neo4j-vector-index-fa94b8eab334

LangChain : Index - Vector Store

• https://medium.com/neo4j/langchain-library-adds-full-support-for-neo4j-vector-index-fa94b8eab334

LangChain : Memory - Chat Message History

• https://medium.com/gitconnected/building-a-react-native-chat-app-part-two-message-history-pubnub-8466de114146
• https://medium.com/the-message-io-dispatch/message-interoperability-e50c82881437
• https://medium.com/gitconnected/building-a-react-native-chat-app-part-two-message-history-pubnub-8466de114146

LangChain : Chains - Chain

• https://medium.com/@kbdhunga/exploring-langchain-chains-agents-a-quick-overview-9d0a8c4d7ba0
• https://medium.com/@rubentak/langchain-using-different-langchain-chains-to-write-a-new-episode-for-the-office-us-7c45d869d895
• https://medium.com/@gil.fernandes/langchains-router-chains-and-callbacks-722524c4aa42

LangChain : Chains - LLMChain

• https://medium.com/@gil.fernandes/exploring-langchains-llm-chain-440ebd5148df
• https://medium.com/@cobusgreyling/self-critique-llm-chain-using-langchain-smartllmchain-d67c42a4fa83

LangChain : Chains - Index-related chains

• https://medium.com/@maithri.vm/both-langchain-and-llama-index-has-solutions-for-it-https-python-langchain-com-docs-modules-chains-3f98ad682635
• https://medium.com/rand-corporation/military-and-defense-related-supply-chains-81c9ce61c167
• https://medium.com/datadriveninvestor/polkadot-dot-index-token-coming-chainsafe-introduces-pint-81d1d77c16c

LangChain : Chains - Prompt Selector

• https://medium.com/@juraj.bezdek/optimize-your-prompts-with-promptwatch-io-langchain-tracing-on-steroids-477987236e5b
• https://medium.com/@jorgepit-14189/get-started-with-langchain-prompt-templates-5a33cebc3198
• https://medium.com/@fireworks.ai/fireworks-ai-now-available-on-langchain-prompt-playground-065067280ad0

LangChain : Agents - Tool

• https://medium.com/towards-artificial-intelligence/creating-a-mostly-autonomous-hr-assistant-with-chatgpt-and-langchains-agents-and-tools-1cdda0aa70ef
• https://medium.com/prompt-engineering/unleashing-the-power-of-langchain-agents-and-tools-fe4567e56187
• https://medium.com/@rathoreaparna678/creating-a-mostly-autonomous-hr-assistant-with-chatgpt-and-langchains-agents-and-tools-6a3598c6477f

LangChain : Agents - Toolkit

• https://medium.com/towards-artificial-intelligence/how-to-build-your-first-ai-agent-with-langchain-and-openai-gpt-a2a483096d71
• https://medium.com/gitconnected/exploring-langchain-a-comprehensive-toolkit-for-conversational-agents-ad59e44eb9a2
• https://medium.com/@hweigeokng/supercharge-exploratory-data-analysis-with-llms-770c7b7926a8

LangChain : Agents - Agent

• https://medium.com/@gil.fernandes/exploring-langchains-chatagents-b02a2ca8ba9f
• https://medium.com/@aifastcash/streamline-your-workflow-with-n8n-building-ai-agents-with-no-code-c064149dc5d4
• https://medium.com/gitconnected/building-a-powerful-agent-has-no-challenge-today-774e27be818d

LangChain : Agents - Agent Executor

• https://medium.com/@gil.fernandes/exploring-langchains-chatagents-b02a2ca8ba9f
• https://medium.com/gitconnected/building-a-powerful-agent-has-no-challenge-today-774e27be818d
• https://medium.com/towards-artificial-intelligence/how-to-build-your-first-ai-agent-with-langchain-and-openai-gpt-a2a483096d71

LangChain : Use Case - Personal Assistant

• https://medium.com/datum-data-is-the-new-oil/datum-use-case-personal-location-data-can-be-monetized-by-users-42f260341f0f
• https://medium.com/wynwood-tech/how-the-use-of-personal-digital-assistants-will-affect-seo-in-2017-4449ad703909
• https://medium.com/better-humans/my-notetaking-workflow-and-how-i-get-notes-into-obsidian-f2fac5c747c8

LangChain : Use Case - Question Answering Over Docs

• https://medium.com/towards-data-science/langchain-question-answering-agent-over-docs-18e5585bdbd3
• https://medium.com/mlearning-ai/question-answering-using-langchain-643a396dd7c1
• https://medium.com/@murtuza753/using-llama-2-0-faiss-and-langchain-for-question-answering-on-your-own-data-682241488476

LangChain : Use Case - Chatbots

• https://medium.com/the-maverick-tech/langchain-deepdive-understand-the-internals-to-build-the-use-case-right-61324633aad3
• https://medium.com/ai-in-plain-english/building-a-rag-based-conversational-chatbot-with-langflow-and-streamlit-784e2b77bcbe

LangChain : Use Case - Querying Tabular Data

• https://medium.com/@sumit-kr-sharma/interacting-with-printed-data-visualizations-using-augmented-reality-data-visualization-using-ar-fa916b67c89b
• https://medium.com/@sourabhsjain/querying-externally-partitioned-data-in-bigquery-97873fd157ac
• https://medium.com/towards-data-science/use-langchains-output-parser-with-chatgpt-for-structured-outputs-cf536f692685

LangChain : Use Case - Interacting with APIs

• https://medium.com/@paragshah/unlock-the-power-of-your-knowledge-base-with-openai-gpt-apis-db9a1138cac4
• https://medium.com/@TinaHeiligers1/localhost-on-https-my-domain-on-a-mac-c2f1a98d65a6
• https://medium.com/@weimingwu/react-hooks-and-other-front-end-composition-apis-and-code-maintainability-3405825911b0

LangChain : Use Case - Extraction

• https://medium.com/the-techlife/building-a-knowledge-base-part-1-extracting-data-by-web-scraping-fc3e9240c8fc

LangChain : Use Case - Evaluation

• https://medium.com/@riyadaga223/confusion-matrix-use-case-in-the-evaluation-of-cyberattacks-181079d24fcc
• https://medium.com/@johanes-glenn/using-langchain-agent-within-chatapp-using-vertexai-and-sreamlit-6dd5e9828d7d
• https://medium.com/towards-artificial-intelligence/tokens-and-models-understanding-langchain-%EF%B8%8F-part-3-e471aececf19

LangChain : Use Case - Summarization

• https://medium.com/codex/long-story-short-an-nlp-use-case-on-text-summarization-2752a7daa5f7
• https://medium.com/@johanes-glenn/using-langchain-agent-within-chatapp-using-vertexai-and-sreamlit-6dd5e9828d7d
• https://medium.com/gitconnected/text-summarization-llama2-how-to-use-llama2-with-langchain-ad5775c80716