Google has introduced an experimental feature called Search Generative Experience (SGE) that uses AI to summarize search results, aiming to make search queries more complex and conversational. SGE is currently only available to people who sign up for Google’s waitlist on its Search Labs, where AI summaries appear right under the search box. The author of the article found the SGE responses generally accurate but cluttered with extra information, such as source information displayed as cards and potential follow-up prompts. The author criticized the SGE feature for its slow loading times, with some search results taking up to six seconds to load, which he found frustrating compared to the instant results of traditional Google Search. The SGE feature also returned error messages for some of the top-searched terms, such as "YouTube," "Amazon," "Wordle," "Twitter," and "Roblox," stating that an AI-powered overview was not available for these searches.
Hands on with Deep Research
Deep Research is the title of a new mode in several GenAI apps, including Google’s Gemini, OpenAI’s ChatGPT, and most recently, Perplexity. In this article, I will be focusing on the currently most hyped of these: OpenAI’s Deep Research. Although they weren’t first to release a product with this title (that was Google), they have […]
Deep research System Card
OpenAI are rolling out their Deep research "agentic" research tool to their $20/month ChatGPT Plus users today, who get 10 queries a month. $200/month ChatGPT Pro gets 120 uses. Deep …
jina-ai/node-DeepResearch: Keep searching, reading webpages, reasoning until it finds the answer (or exceeding the token budget)
Keep searching, reading webpages, reasoning until it finds the answer (or exceeding the token budget) - jina-ai/node-DeepResearch
PromptQL: Agentic data access for your AI
Build powerful AI that you can trust with agentic data access for your LLMs.
Curiosity - AI search for everything
The ultimate AI productivity app that protects your privacy. Bring all your apps and data into one AI-powered search and assistant. Get it for you and for your teams today.
Announcing The Assistant | Kagi Blog
Yes, the rumours are true! Kagi has been thoughtfully integrating AI into our search experience, creating a smarter, faster, and more intuitive search.
arunsupe/semantic-grep: grep for words with similar meaning to the query
grep for words with similar meaning to the query.
Building search-based RAG using Claude, Datasette and Val Town
Retrieval Augmented Generation (RAG) is a technique for adding extra “knowledge” to systems built on LLMs, allowing them to answer questions against custom information not included in their training data. …
GitHub - thiswillbeyourgithub/DocToolsLLM: Use python to summarize and query from lots of documents like you're the US president
Use python to summarize and query from lots of documents like you're the US president - thiswillbeyourgithub/DocToolsLLM
Ask HN: I have many PDFs – what is the best local way to leverage AI for search? | Hacker News
Curiosity - AI search for everything
The ultimate AI productivity app that protects your privacy. Bring all your apps and data into one AI-powered search and assistant. Get it for you and for your teams today.
Exa API
Exa API - connect your AI to the Internet
nilsherzig/LLocalSearch: LLocalSearch is a completely locally running search aggregator using LLM Agents. The user can ask a question and the system will use a chain of LLMs to find the answer. The user can see the progress of the agents and the final answer. No OpenAI or Google API keys are needed.
LLocalSearch is a completely locally running search aggregator using LLM Agents. The user can ask a question and the system will use a chain of LLMs to find the answer. The user can see the progres...
Consensus: AI Search Engine for Research
ChatGPT for Research. Consensus is an AI-powered search engine that finds and summarizes scientific research papers. Just ask a question!
Where’d my results go? Google Search’s chatbot is no longer opt-in
The search chatbot used to be opt-in, but now Google will try it on normal users.
More than an OpenAI Wrapper: Perplexity Pivots to Open Source
Perplexity CEO Aravind Srinivas is a big Larry Page fan. But he thinks he's found a way to compete not only with Google search, but with OpenAI's GPT too.
Tavily
Say hello to Tavily, your AI researcher for rapid insights and comprehensive research.
KeyMate.AI Search Plugin For ChatGPT Home Page
Permission
You have the power, not Google.
Google’s AI-powered search experience is way too slow - The Verge
ClippyGPT - How I Built Supabase’s OpenAI Doc Search (Embeddings)
Supabase hired me to build ClippyGPT - their next generation doc search. We can ask our old friend Clippy anything you want about Supabase, and it will answer it using natural language. Powered by OpenAI + prompt engineering.
In this video I will be showing you exactly how I did this, and how you can do the same in your projects. We'll be covering:
- Prompt engineering and best practices
- Working with a custom knowledge base via context injection + OpenAI embeddings
- How to store embeddings in Postgres using pgvector
Supabase blog post:
https://supabase.com/blog/chatgpt-supabase-docs
pgvector extension:
https://github.com/pgvector/pgvector
Generate embeddings implementation:
https://github.com/supabase/supabase/blob/54d39d4958575e5b58aa1d5d2a02db863ab4673c/apps/docs/scripts/generate-embeddings.ts
Clippy edge function implementation:
https://github.com/supabase/supabase/blob/54d39d4958575e5b58aa1d5d2a02db863ab4673c/supabase/functions/clippy-search/index.ts
Clippy frontend implementation:
https://github.com/supabase/supabase/blob/54d39d4958575e5b58aa1d5d2a02db863ab4673c/packages/ui/src/components/Command/AiCommand.tsx
Prompt engineering:
https://prmpts.ai/blog/what-is-prompt-engineering
00:00 Why?
01:40 Let's get started
03:15 Custom knowledge base
04:49 Context injection
06:13 Pre-process MDX files
13:40 Embeddings
15:40 Storing in Postgres + pgvector
22:21 API endpoint (edge function)
23:44 Calculating similarity in pgvector
27:55 Prompt engineering
33:15 Prompt best practices
38:37 Demo time!
41:32 Thanks for watching!
Phind: AI search engine
Get instant answers, explanations, and examples for all of your technical questions.
Perplexity AI: Ask Anything
search engine that uses GPT3.5 and Bing