Return source documents – Francisco Ingham You can now return documents used to generate the final answer in the VectorDBQA chain. Useful for getting more clarity on what was used to construct the answer Docs: https://
langchain.readthedocs.io/en/latest/modu
les/chains/combine_docs_examples/vector_db_qa.html#return-source-documents
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AI
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Return Source Documents in VectorDBQA Chain
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Pinecone Wrapper Updates: Namespace Support and Similarity Scores
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Updates to @pinecone wrapper – @SmitShah_11 iocuydi @iamraymondyuan – Namespace support
– from_index classmethod (for existing indices)
– method to return similarity scores along with documents Hopefully making it easier to use Pinecone indices! -
LangChain VectorDBQA Chain Types Integration Methods
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Chain types There are many methods for combining documents (stuff, map reduce, map rereank, refine) It is now SUPER easy to choose your favorite one to use in VectorDBQA chains! Docs for QA: https://
langchain.readthedocs.io/en/latest/modu
les/chains/combine_docs_examples/vector_db_qa.html#chain-type
… Docs for QA with sources: https://
langchain.readthedocs.io/en/latest/modu
les/chains/combine_docs_examples/vector_db_qa_with_sources.html
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LangChain v0.0.61 Release: Vector DB and WolframAlpha Improvements
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v0.0.61 WolframAlpha improvements – @nickscamara_ Doc improvements – Marc Green Making it easier to work with Vector DBs Improve @pinecone wrapper – @SmitShah_11 iocuydi @iamraymondyuan Return source documents – Francisco Ingham
Chain types -
Build AI Applications with Cohere API and Basic Programming
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All you need to build these interesting applications is access to Cohere's API and basic knowledge of programming. Don't believe me? Try it yourself https://
dashboard.cohere.ai/welcome/regist
er?utm_source=influencer&utm_medium=social&utm_campaign=shubham
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AI Summarizes Customer Support Conversations for 3-5X Efficiency
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5. Summarize Customer Support Conversations Now, you can summarize long customer conversations to identify the painpoint and solve that. Through this, your customer support teams can become 3-5X more efficient. Try it yourself https://
os.cohere.ai/custom-preset?
ref=Customer-Support-Conversations-auotr4&e=generate
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AI as Subject Matter Expert: Interview Question Generator
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4. AI as Subject Matter Expert Now you can use Cohere's language models to generate interview questions irrespective of the domain. Now AI can be a subject matter expert for all subjects. Try it yourself https://
os.cohere.ai/custom-preset?
ref=Interview-Question-Generator-tn0a1p&e=generate
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Automated IT Ticket Triage with Cohere Classification
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3. Automated IT Ticket Triage With Cohere's classify endpoint, you can automatically classify IT tickets with very high accuracy by just providing 5-10 samples per class. Try it yourself https://
os.cohere.ai/custom-preset?
ref=Automated-Ticket-Triage-qc2wqz&e=classify
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Generate Real Estate Listings Using Cohere AI Text Generation
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2. Generate Real Estate Listings Convert a simple one-liner text description into a lucrative ad for your real estate listing. Try it yourself https://
os.cohere.ai/custom-preset?
ref=Real-Estate-Listing-Generator-00d4zy&e=generate
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AI Business Model Canvas Generator for Startups
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1. Creating a Business Model using AI You can generate a business model canvas for your businesses or startups to help you with the go-to-market strategy. Try it yourself https://
os.cohere.ai/custom-preset?
ref=Business-Model-Canvas-pwnp3b&e=generate
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