Tali.AI

Building AI Agents to help startups set more meetings & close more deals. Created by @tenzin_rose and @iamAliAgha.

[Tali.AI @TryTaliAI]

@iamAliAgha 🔥@tenzin_rose

[Ali Agha @iamAliAgha]

I'm tired of spending so much time sifting through LinkedIn, Zoom, and Apollo to build contact lists.

Let's develop an AI to handle this task at a larger scale!🔥

[Tali.AI @TryTaliAI]

Thanks to @AssemblyAI for the easy to ingest docs! Let us know your thoughts.

[Tali.AI @TryTaliAI]

@AssemblyAI + @TryTaliAI = crazy delicious?

What's better then hitting Assembly's API's for pitch perfect transcriptions? Getting an AI to help you do it in half the time.

Query / debug / problem solve (without having to wait)

@SmithaKolan @mattmakai @jzzaghloul

[Tali.AI @TryTaliAI]

Thoughts?

@stmcallister @ngrokHQ @codydotjs @ngrok49 @JoshuaRubin @inconshreveable @SamCRichard @Ngrok88Ghosh @bsabrin

[Tali.AI @TryTaliAI]

Picture this: @ngrokHQ docs powered by @TryTaliAI! Check out our demo - we've ingested all the Ngrok docs for a streamlined developer experience!

[Tali.AI @TryTaliAI]

We were lucky enough to win the @llama_index bounty and want to thank @jerryjliu0 @richardblythman @augmenthack for the opportunity!

[Tali.AI @TryTaliAI]

Github repo: https://t.co/JJlsF1p1us

We’re working on augmenting Developer support at @trytali and are investigating how to best apply Agents to solve this problem. If you’d like to learn more shoot us a DM.

[Tali.AI @TryTaliAI]

...one tool, that should inform how the next tool is used.

[Tali.AI @TryTaliAI]

...
- “Build it’s house” of knowledge and ask more pointed questions to fill in the gaps & develop a robust answer - If it didn’t have an answer, escalate to a human. If it did, answer directly

[Tali.AI @TryTaliAI]

Learnings:

- Agents are very useful, but not taking our jobs (yet). We’ll be working further to optimize the workflow & tools
- In order to be useful, agents need to aggregate information based on the results of each tool used. If partial information can be learned from...

[Tali.AI @TryTaliAI]

...
- If it answered, a Zendesk ticket would be setup marking the ticket as answered - If it couldn’t answer, a ticket would be setup assigning it to a human.

[Tali.AI @TryTaliAI]

For demo purposes, we included:

- A user could email an email address which hit the bot’s endpoint
- The bot went through a multi-step process where it iteratively tried tools to get enough information to answer
...

[Tali.AI @TryTaliAI]

...the foundation of “knowledge” about the problem for the bot
- Reason through the query + available info and determine what other data it needed
- Leverage it’s tool set (Searching the web, Discord convo’s or Documentation) to get more information

[Tali.AI @TryTaliAI]

We leveraged the ReAct Agent framework within @llama_index to create an Orchestrator model that:

- Ingested Documentation & Discord convo’s to embed and do a vector search via @activeloop
- Rerank the most relevant documents via @cohere on the initial query. This set...

[Tali.AI @TryTaliAI]

Our goal was to mimic how a human would approach the problem:

1. Try to answer based on their own knowledge
2. If they can’t, do a web search to fill in the gaps
3. See if it or a similar question had been answered by the community
4. If they're still stumped, escalate

[Tali.AI @TryTaliAI]

Autonomous Agents: Are they destined to seize all Support Jobs? 🤖

This is the question we aimed to answer at the @augment hackathon where we built an Autonomous Support bot leveraging @llama_index.

Demo: https://t.co/k7ZLjuMGrw

Overview / learnings / code below 👇

[Tali.AI @TryTaliAI]

What if your docs could speak? Tali, our intelligent AI-powered bot, gives them a voice. Instant answers, relevant insights, all from your existing resources. Think of it as a #devrel superhero. Request access to Tali today at https://t.co/rPMivH8WfH #TaliAI

[Tali.AI @TryTaliAI]

@heyeaslo Support Easy!

[Tali.AI @TryTaliAI]

Ready to supercharge your developer support? Head over to https://t.co/3EUymcuYSK and request access to Tali today!

[Tali.AI @TryTaliAI]

Introducing @TryTaliAI🚀. Tali revolutionizes developer support, instantly answering deep technical questions by analyzing your project's docs, code, Discord, YouTube videos & more. Say goodbye to endless waiting for answers!

[Tali.AI @TryTaliAI]

For projects and companies, Tali serves as the 1st line of defense, managing the influx of developer queries by providing quick, context-aware solutions. It acts as another member of your team, saving time and resources.