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Llm-app Alternatives
Similar projects and alternatives to llm-app
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InfluxDB
Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.
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pathway
Pathway is a high-throughput, low-latency data processing framework that handles live data & streaming for you. Made with β€οΈ for Python & ML/AI developers.
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llm-prompt-testing
Prompt Testing framework for LLMs (specifically OpenAI models). Compute NLP and Responsible AI metrics for each model-generated answer.
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chatgpt-api-python-sales
Find real-time sales with AI-powered Python API using ChatGPT and LLM (Large Language Model) App.
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SaaSHub
SaaSHub - Software Alternatives and Reviews. SaaSHub helps you find the best software and product alternatives
llm-app reviews and mentions
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How to use LLMs for real-time alerting
Answering queries and defining alerts: Our application running on Pathway LLM-App exposes the HTTP REST API endpoint to send queries and receive real-time responses. It is used by the Streamlit UI app. Queries are answered by looking up relevant documents in the index, as in the Retrieval-augmented generation (RAG) implementation. Next, queries are categorized for intent: an LLM probes them for natural language commands synonymous with notify or send an alert.
- Open Source Project showcasing Real-time intent detection + alerting via LLMs using Pathway LLM App and Streamlit, both open-source Pythonic frameworks. Can be used in LLMOps for monitoring, PII detection, and in BizOps to notify teams of critical changes by others in their documents.
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Show HN: Alerting in realtime RAG: spot changes to LLM answers, using few tokens
(used in https://github.com/pathwaycom/llm-app/blob/69709a2cf58cdf6ea...)
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How to build a custom GPT enabled full-stack app for real-time data
In this case, you need to build a custom LLM (Language Learning Model) app efficiently to give context to the answer process. A promising approach you find on the internet is utilizing LLMs with vector databases that come with costs like increased prep work, infrastructure, and complexity. Keeping source and vectors in sync is painful. Instead, you can use an open-source LLM App library in Python to implement real-time in-memory data indexing directly reading data from any compatible storage and showing this data on Streamlit UI.
- Python library to build LLM App
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Privacy-preserving LLM App for real-time data
π - Here's the repo link: https://github.com/pathwaycom/llm-app.
- LLM (Large Language Model) App is an innovative AI Chat Bot
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Show HN: LLM App β build a realtime LLM app in 30 lines, with no vector database
To quickly get to the application sources please go to:
- https://github.com/pathwaycom/llm-app/blob/main/llm_app/path... for the simplest contextless app
- https://github.com/pathwaycom/llm-app/blob/main/llm_app/path... for the default app that builds a reactive index of context documents
- https://github.com/pathwaycom/llm-app/blob/main/llm_app/path... for the contextful app reading data from s3
- https://github.com/pathwaycom/llm-app/blob/main/llm_app/path... for the app using locally available models
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LLM(Large Language Models) for better developer learning of your product
This article explores how LLMs(Large Language Models) and LLM apps such as Pathway can be leveraged for effective and efficient developer education, which can boost the utilization of your product.
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A note from our sponsor - SaaSHub
www.saashub.com | 15 May 2024
Stats
pathwaycom/llm-app is an open source project licensed under MIT License which is an OSI approved license.
The primary programming language of llm-app is Python.
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