ajhai

8 ms·

31.
by ajhai 3y ago
We did write one just yesterday that talks about rags and some techniques to improve their performance in production at https://llmstack.ai/blog/retrieval-augmented-generation
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Retrieval Augmented Generation (Rag): What, Why and How?(llmstack.ai)
4 points by ajhai 3y ago|0 comments
33.
by ajhai 3y ago
Django has been my go to framework for any new web project I start for more than a decade. Its batteries-included approach meant that one could go pretty far with just Django alone. Included admin interface and the views/templating set
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by ajhai 3y ago
We recently opensourced a similar platform for building workflows by chaining LLMs visually along with LocalAI support. Check it out at https://github.com/trypromptly/LLMStack . Like you said, it was fairly easy to inte
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by ajhai 3y ago
You can do this with LLMStack. We are adding the datasource handlers to pull data from Google docs etc., Slack integration is built in. More info at https://llmstack.ai/docs/apps/integrations/slack . Happy to
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by ajhai 3y ago
Would you mind expanding why it was tough to get started with Retool? We are building https://github.com/trypromptly/LLMStack , a low-code platform to build LLM apps with a goal of making it easy for non-tech people to
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by ajhai 3y ago
Most of the use cases we are seeing LLMs unlock look trivial in isolation when looked at it from content generation point of view but become super powerful when mixed into workflows. This is evident from all the startups we are seeing latel
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by ajhai 3y ago
Not directly imo. Zapier focus is still on workflow automation and retool is on internal tools. This directly competes with a bunch of startups that recently launched including an open-source project we put out a few weeks back ( https:&#x2
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by ajhai 3y ago
Congrats on shipping. Looks pretty great! A few years ago I was chatting with a friend of mine about a similar idea. I remember there were a lot of discussions around content moderation and biased nature of comments section of certain news
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by ajhai 3y ago
> Building quizzes, tests, and lesson plans from curriculum materials Example prompts that OpenAI shared here are a great start. However I think these use-cases are better served as micro apps built on top of these prompts. For example,
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by ajhai 3y ago
I previously submitted this a few days ago as https://news.ycombinator.com/item?id=37290863 but without any context. Reposting it with background around why we decided to make it open-source and our path forward.
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Show HN: LLMStack – Self-Hosted, Low-Code Platform to Build AI Experiences(github.com)
7 points by ajhai 3y ago|2 comments
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by ajhai 3y ago
> The only way I can think of is to provide a comprehensive list of everything the tool was trained on. There are some startups working in the space that essentially plan to do something like this. https://www.konfer.ai/a
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by ajhai 3y ago
Enterprises with Azure contracts are using embeddings endpoint from Azure's OpenAI offering. It is possible to use llama or bert models to generate embeddings using LocalAI ( https://localai.io/features/embeddings&#
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by ajhai 3y ago
We have a cloud offering at https://trypromptly.com . We do offer enterprises the ability to host their own vector database to maintain control of their data. We also support interacting with open source LLMs from the platform. E
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by ajhai 3y ago
Explicitly calling out that they are not going to train on enterprise's data and SOC2 compliance is going to put a lot of the enterprises at ease and embrace ChatGPT in their business processes. From our discussions with enterprises (t
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by ajhai 3y ago
Adding to the list: - https://github.com/trypromptly/LLMStack (build and run apps locally with LocalAI support - I'm a maintainer)
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Build and Run LLM Apps Locally with LocalAI and LLMStack(llmstack.ai)
3 points by ajhai 3y ago|0 comments
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Show HN: LLMStack – Low-Code Platform for Building LLM Apps with LocalAI Support(github.com)
7 points by ajhai 3y ago|0 comments
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by ajhai 3y ago
Check out LLMStack ( https://github.com/trypromptly/LLMStack ). It allows you to build LLM apps and chatbots and provides you with an API for integration. It should be possible to write a simple script to link LLMStack&#
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by ajhai 3y ago
We were using OpenAI's codex model with a bunch of few shot examples for natural language queries over blockchain data coupled with a finetuned completions model for plot the results when we were working on makerdojo.io. Without the ab
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by ajhai 3y ago
Shameless plug: recently launched LLMStack ( https://github.com/trypromptly/LLMStack ) and I have some custom pipelines built as apps on LLMStack that I use to transcribe and translate. Granted my use cases are not high
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by ajhai 3y ago
Thanks for the issue. Will take a look. In the meantime, you can try the registry image with `cp .env.prod .env && docker compose up` > Also do you have plan to support llama over openai models. Yes, we plan to support llama etc.
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by ajhai 3y ago
There is a generic HTTP API processor that can be used to call APIs as part of the app flow which should help invoke tools. Currently working on improving documentation so it is easy to get started with the project. We also have some featur
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by ajhai 3y ago
A lot of companies are already using projects like chatbot-ui with Azure's OpenAI for similar local deployments. Given this is as close to local ChatGPT as any other project can get, this is a huge deal for all those enterprises lookin
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by ajhai 3y ago
This status page is for WhatsApp Business API ( https://developers.facebook.com/docs/whatsapp/cloud-api/ ) and not for the consumer product that most of us depend on.
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by ajhai 3y ago
We have just added support for ElevenLabs. https://twitter.com/ajhai/status/1659642782607372288 is a quick demo of the platform if interested.
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by ajhai 3y ago
We allow users to build LLM chains at trypromptly.com as apps. Once an app is built, it can be integrated into other applications as iframe embeds or can be called via our APIs so custom frontends can be built. We also have Zapier integrati
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by ajhai 3y ago
For fun, I whipped a quick one using our platform at https://trypromptly.com/app/65573e71-c05b-4567-87e8-49688c82... . (Initial chunking of PDF takes a bit of time because of rate limits with my account)
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by ajhai 3y ago
We let users build similar apps at https://trypromptly.com without writing code When YouTube urls are used, we extract audio and transcribe it so users can either save as datasource or pass that content to other LLMs. Ask YC ( h

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