Resources

https://python.langchain.com/v0.1/docs/modules/data_connection/document_transformers/

https://hasanaboulhasan.medium.com/the-best-text-chunking-method-f5faeb243d80

https://towardsdatascience.com/the-art-of-chunking-boosting-ai-performance-in-rag-architectures-acdbdb8bdc2b

https://medium.datadriveninvestor.com/new-chunking-method-for-rag-systems-2eb3523d0420

https://medium.com/predict/crafting-an-ai-powered-chatbot-for-finance-using-rag-langchain-and-streamlit-4384a8076960

https://ai.plainenglish.io/retrieval-augmented-generation-rag-for-absolute-beginners-5303bb97301f

https://medium.com/@sevketay09/gemini-pro-ile-multimodal-rag-langchain-chroma-868a379c85b8

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

https://medium.com/@brechterlaurin/how-to-use-postgresdb-as-your-one-stop-rag-solution-8536ef7d762e

https://www.datacamp.com/blog/what-is-retrieval-augmented-generation-rag

https://pub.towardsai.net/llama-3-groq-is-the-ai-heaven-337b6afeced3

https://medium.com/the-ai-forum/rag-on-complex-pdf-using-llamaparse-langchain-and-groq-5b132bd1f9f3

https://medium.com/@tmmtt/llama-3-via-groq-api-9d4e5cef3640

https://huggingface.co/docs/datasets/en/quickstart

https://huggingface.co/docs/datasets/en/load_hub

https://huggingface.co/docs/transformers/pipeline_tutorial

https://huggingface.co/docs/tokenizers/pipeline

https://medium.com/next-ai/multimodal-rag-with-gemini-pro-and-langchain-e4f74170420a

https://paulgavrikov.medium.com/interact-with-google-gemini-api-with-python-for-free-6d866a380e19

https://www.linkedin.com/pulse/step-by-step-guide-using-google-gemini-free-api-calls-image-text-y3noc/

https://www.promptingguide.ai/techniques/cot

https://www.promptingguide.ai/techniques/fewshot

https://learnprompting.org/docs/intermediate/generated_knowledge

https://learnprompting.org/docs/intermediate/self_consistency