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[Website] Moving old templates to blog (#7625)
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GitOrigin-RevId: b30be25176338eb02bb3f2e923ac13b4c7cc0bc2
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olruas authored and Manul from Pathway committed Nov 14, 2024
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# ### Langchain
#
# You can use a Pathway Vector Store in LangChain pipelines with `PathwayVectorClient`
# and configure a `VectorStoreServer` using LangChain components. For more information see [our article](/developers/templates/langchain-integration) or [LangChain documentation](https://python.langchain.com/v0.1/docs/integrations/vectorstores/pathway/).
# and configure a `VectorStoreServer` using LangChain components. For more information see [our article](/blog/langchain-integration) or [LangChain documentation](https://python.langchain.com/v0.1/docs/integrations/vectorstores/pathway/).
#

# %%
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2 changes: 1 addition & 1 deletion docs/2.developers/4.user-guide/50.llm-xpack/10.overview.md
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Expand Up @@ -174,7 +174,7 @@ You can learn more about Vector Store in Pathway in a [dedicated tutorial](/deve

### Integrating with LlamaIndex and LangChain

Vector Store offer integrations with both LlamaIndex and LangChain. These allow you to incorporate Vector Store Client in your LlamaIndex and LangChain pipelines or use LlamaIndex and LangChain components in the Vector Store. Read more about the integrations in the [article on LlamaIndex](/developers/templates/llamaindex-pathway) and [on LangChain](/developers/templates/langchain-integration).
Vector Store offer integrations with both LlamaIndex and LangChain. These allow you to incorporate Vector Store Client in your LlamaIndex and LangChain pipelines or use LlamaIndex and LangChain components in the Vector Store. Read more about the integrations in the [article on LlamaIndex](/blog/llamaindex-pathway) and [on LangChain](/blog/langchain-integration).


## Rerankers
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169 changes: 0 additions & 169 deletions docs/2.developers/7.templates/.langchain-integration/article.py

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2 changes: 1 addition & 1 deletion docs/2.developers/7.templates/.multimodal-rag/article.py
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# + [markdown] id="DBo5YKJzKpdR"
# ## **What's the main difference between LlamaIndex and Pathway?**
#
# Pathway offers an indexing solution that always provides the latest information to your LLM application: Pathway Vector Store preprocesses and indexes your data in real time, always giving up-to-date answers. LlamaIndex is a framework for writing LLM-enabled applications. Pathway and LlamaIndex are best [used together](/developers/templates/llamaindex-pathway). Pathway vector store is natively available in LlamaIndex.
# Pathway offers an indexing solution that always provides the latest information to your LLM application: Pathway Vector Store preprocesses and indexes your data in real time, always giving up-to-date answers. LlamaIndex is a framework for writing LLM-enabled applications. Pathway and LlamaIndex are best [used together](/blog/llamaindex-pathway). Pathway vector store is natively available in LlamaIndex.

# + [markdown] id="CzxFvo4S_RIj"
# ## **Architecture Used for Multimodal RAG for Production Use Cases**
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# thumbnailFit: 'contain'
# tags: ['showcase', 'llm']
# date: '2024-04-23'
# related: ['/developers/templates/adaptive-rag', '/developers/templates/llamaindex-pathway']
# related: ['/developers/templates/adaptive-rag', '/developers/templates/demo-question-answering']
# notebook_export_path: notebooks/showcases/mistral_adaptive_rag_question_answering.ipynb
# author: 'berke'
# keywords: ['LLM', 'RAG', 'Adaptive RAG', 'prompt engineering', 'explainability', 'mistral', 'ollama', 'private rag', 'local rag', 'ollama rag', 'notebook', 'docker']
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author: "pathway"
keywords: ['LLM', 'RAG', 'Adaptive RAG', 'prompt engineering', 'prompt', 'explainability', 'docker']
docker_github_link: "https://github.com/pathwaycom/llm-app/tree/main/examples/pipelines/adaptive-rag"
#hide: true
---

::alert{type="info" icon="heroicons:information-circle-16-solid"}
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author: "pathway"
keywords: ['LLM', 'RAG', 'GPT', 'OpenAI', 'GPT-4o', 'multimodal RAG', 'unstructured', 'docker']
docker_github_link: "https://github.com/pathwaycom/llm-app/tree/main/examples/pipelines/gpt_4o_multimodal_rag"
popular: true
---

::alert{type="info" icon="heroicons:information-circle-16-solid"}
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13 changes: 13 additions & 0 deletions docs/2.developers/7.templates/1009.drive-alert.md
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---
title: "Alerting when answers change on Google Drive"
description: "Ask questions about your private data (docs), and tell the app to alert you whenever responses change. The app is always connected to your Google Docs folder and listening for changes. Whenever new relevant information is added to the data sources, the LLM decides if there is a substantial difference in response and notifies the user with a Slack message."
article:
tags: ['showcase', 'llm']
date: '2024-11-07'
related: false
author: "pathway"
keywords: ['LLM', 'RAG', 'GPT', 'OpenAI', 'slack', 'indexing', 'Google Drive', 'Gdrive', 'docker']
docker_github_link: "https://github.com/pathwaycom/llm-app/tree/main/examples/pipelines/drive_alert"
---

:ArticleFromUrl{url="drive_alert"}
1 change: 0 additions & 1 deletion docs/2.developers/7.templates/165.langchain-integration.md

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