langchain local knowledge - SERP Analysis

https://cismography.medium.com/building-a-knowledge-base-for-custom-llms-using-langchain-chroma-and-gpt4all-950906ae496d

https://python.langchain.com/docs/how_to/graph_constructing/

https://medium.com/%40tubelwj/building-your-private-knowledge-base-using-rag-with-llama3-and-langchain-54283fa278e2

https://ai.gopubby.com/building-a-local-knowledge-base-with-large-models-5b2343ebe6df

https://www.reddit.com/r/LangChain/comments/1an0we9/creating_knowledge_graph_using_local_large/

https://www.linkedin.com/pulse/getting-started-langchain-chromadb-creating-focused-ai-jacob-adm-arwne

https://python.langchain.com/docs/how_to/

https://qwen.readthedocs.io/en/latest/framework/Langchain.html

https://python.langchain.com/docs/how_to/local_llms/

https://blog.langchain.dev/enhancing-rag-based-applications-accuracy-by-constructing-and-leveraging-knowledge-graphs/

https://www.reddit.com/r/LangChain/comments/1et2c5n/knowledge_management_platform_rag/

https://www.youtube.com/watch?v=nbiPmETb9u4

https://github.com/coding-alt/langchain-ChatGLM/blob/master/README_en.md

https://stackoverflow.com/questions/77058707/make-langchain-chatbot-access-multiple-knowledge-sources

https://www.mlexpert.io/blog/support-chatbot-using-custom-knowledge-base-with-langchain

https://www.datastax.com/blog/local-langchain-vector-database

https://community.openai.com/t/expand-ai-context-beyound-local-documentation/593894

https://python.langchain.com/docs/tutorials/graph/

https://www.youtube.com/watch?v=P_I23o1qpfU

https://github.com/neebs12/Search-across-knowledge-bases-with-Langchain-and-OpenAI

https://python.langchain.com/docs/tutorials/retrievers/

https://www.youtube.com/watch?v=XDtS1RAaNFo

https://forum.cursor.com/t/how-to-add-to-the-knowledge-db-a-complete-folder-from-internet/1763

https://www.youtube.com/watch?v=nkbyD4joa0A

https://python.langchain.com/docs/concepts/rag/

https://stackoverflow.com/questions/77753658/langchain-local-llama-compatible-model

https://community.openai.com/t/how-to-add-knowledge-base-in-api/558997

https://www.langchain.com/

https://machinelearningmastery.com/a-practical-guide-to-building-local-rag-applications-with-langchain/

https://python.langchain.com/docs/integrations/retrievers/bedrock/

https://www.pluralsight.com/resources/blog/ai-and-data/local-models-langchain-guide

https://www.packtpub.com/en-us/product/generative-ai-with-langchain-9781837022014/chapter/first-steps-with-langchain-2/section/running-local-models-ch02lvl1sec10?srsltid=AfmBOop2Hp8UorACxjZBJNrGjiz27JTFVOK3mZoBFQ0_2dlUVOrNwUc7

https://python.langchain.com/docs/integrations/chat/

https://www.freecodecamp.org/news/langchain-how-to-create-custom-knowledge-chatbots/

https://docs.voiceflow.com/docs/langchain-knowledge-base

https://m.youtube.com/watch?v=MCHOam13JSk

https://neo4j.com/labs/genai-ecosystem/llm-graph-builder/

https://ieeexplore.ieee.org/document/10873270/

https://community.n8n.io/t/building-an-ai-assistant-with-my-own-knowledge-base/40255

https://pub.towardsai.net/finetuning-local-large-language-models-on-your-data-using-langchain-9229da66ad9b

https://dzone.com/articles/how-to-build-an-ai-knowledge-base-with-rag

https://www.byteplus.com/en/topic/554184

https://python.langchain.com/docs/tutorials/llm_chain/

https://m.youtube.com/watch?v=iGZ0cV-SRLI&pp=ygULI3ByaXZhdGVsbG0%3D

https://dev.to/bolajibolajoko51/rag-implementation-with-langchain-2jei

https://www.ddhigh.com/en/2024/04/28/llama3-rag-tutorial/

https://aws.amazon.com/blogs/machine-learning/dynamic-metadata-filtering-for-amazon-bedrock-knowledge-bases-with-langchain/

https://blog.ahmadwkhan.com/building-a-personal-ai-knowledge-base-with-embeddings-and-vector-search

https://www.linkedin.com/pulse/building-smart-knowledge-base-qa-system-langchain-bryan-antoine-rtuec

https://blog.langchain.dev/constructing-knowledge-graphs-from-text-using-openai-functions/

https://www.chitika.com/building-local-agentic-rag-systems/

https://realpython.com/build-llm-rag-chatbot-with-langchain/

https://blog.gopenai.com/building-a-rag-system-with-langchain-the-core-of-llm-powered-search-applications-in-javascript-fb2bc9f17c6e

https://www.gettingstarted.ai/langchain-bedrock/

https://henryadu.hashnode.dev/step-by-step-guide-to-local-rag-with-ollamas-gemma-2-and-langchaindart

https://www.ibm.com/think/topics/langchain

https://leanpub.com/langchain/read

https://contra.com/p/EA2P2MRs-constructing-a-knowledge-graph-from-unstructured-data-with-ll-ms

https://www.researchgate.net/figure/Local-knowledge-based-LLM-eg-ChatGLM-or-ChatGPT-Q-A-applications-with-langchain_fig3_389908705

https://www.pinecone.io/learn/series/langchain/langchain-conversational-memory/

https://developer.dataiku.com/12/tutorials/machine-learning/genai/nlp/gpt-lc-chroma-rag/index.html

https://superwise.ai/blog/lets-talk-about-llamaindex-and-langchain/

https://huggingface.co/learn/cookbook/en/advanced_rag

https://www.freecodecamp.org/news/beginners-guide-to-langchain/

https://neo4j.com/blog/developer/global-graphrag-neo4j-langchain/

https://www.kdnuggets.com/2023/06/gpt4all-local-chatgpt-documents-free.html

https://python.langchain.com/docs/tutorials/sql_qa/

https://blog.stackademic.com/using-neo4j-and-langchain-for-knowledge-graph-creation-a-detailed-guide-84e7a74495eb

https://admantium.com/blog/llm25_langchain_agent_with_chat_history/

https://stackoverflow.blog/2023/10/18/retrieval-augmented-generation-keeping-llms-relevant-and-current/

https://pattersonconsultingtn.com/blog/evaluate_reasoning_llms_langchain.html

https://itsfoss.com/local-llm-rag-ollama-langchain/

https://m.youtube.com/watch?v=rb9jXHto_RU

https://community.aws/content/2kPmdxeIrfBJKiCQtvVO8WvHWIZ/genai-from-your-local-machine-to-aws-with-langchain-js?lang=en

https://drlee.io/run-llama-3-and-langchain-locally-in-google-colab-to-build-a-rag-solution-a-step-by-step-guide-1077eb630e6b

https://www.langchain.com/langgraph

https://blog.enable.engineering/leveraging-llama-as-a-knowledge-base-with-rag-unlocking-the-power-of-personalized-insights-hand-ddc1f77c45b0

https://kleiber.me/blog/2023/02/25/question-answering-using-langchain/

https://medium.aiplanet.com/implement-rag-with-knowledge-graph-and-llama-index-6a3370e93cdd

https://towardsdatascience.com/how-to-implement-knowledge-graphs-and-large-language-models-llms-together-at-the-enterprise-level-cf2835475c47/

https://www.elastic.co/search-labs/blog/local-rag-agent-elasticsearch-langgraph-llama3

https://glasp.co/youtube/p/how-to-create-local-chatbots-with-gpt4all-and-langchain-full-guide

https://www.alibabacloud.com/blog/600810

https://www.pluralsight.com/resources/blog/ai-and-data/langchain-local-vector-database-tutorial

https://www.techtarget.com/searchenterpriseai/definition/LangChain

https://www.shakudo.io/blog/building-confluence-kb-qanda-app-langchain-chatgpt

https://dev.to/nassermaronie/build-your-own-rag-app-a-step-by-step-guide-to-setup-llm-locally-using-ollama-python-and-chromadb-b12

https://ai.gopubby.com/creating-knowledge-graphs-and-productionalizing-your-rag-model-using-openai-langchain-falkordb-7d95d124fa99

https://langchain-ai.github.io/langgraph/tutorials/rag/langgraph_crag_local/

https://www.datadriveninvestor.com/2023/09/22/graph-your-document-how-to-use-langchain-and-matplotlib-to-build-a-knowledge-graph/

https://livebook.manning.com/book/langchain-in-action/chapter-1/v-2

https://www.voiceflow.com/templates/kb-langchain-voiceflow

https://brightjourneyai.com/mastering-rag-local-intelligent-apps-with-langchain-ollama/

https://langfuse.com/blog/2024-08-what-is-langchain

https://python.langchain.com/docs/integrations/document_loaders/

https://blog.epsilla.com/build-a-chatbot-that-runs-purely-on-your-local-machine-using-llama-2-epsilla-langchain-a5053b16f85

https://swharden.com/blog/2023-07-30-ai-document-qa/

https://ieeexplore.ieee.org/iel8/10873022/10873024/10873270.pdf

https://pub.towardsai.net/langchain-graph-rag-gpt-4o-python-project-easy-ai-chat-for-your-website-46a46e24f161