Generative Agents Applications

Investment Apprentice

Investment Apprentice (IA) is a tool that helps investment managers and analysts sort through a sea of information and analyze companies in a timely manner. The investment industry is inundated with all kinds of information, and the ability to sort through this information and sieve out noise in a timely manner is a key competitive advantage. While the industry has no issue processing structured data, processing of unstructured data is still generally done manually, requiring a high level of experience and domain knowledge. IA is a tool that can extract useful and important messages from investment articles, such as earnings transcripts, quickly and accurately. It does this by processing natural language and identifying key points, risks, and concerns by investors. More importantly, IA is impartial and objective, providing investment professionals with actionable insights to help them make better investment decisions. IA delivers results through a website. Investment professionals can use IA to quickly identify key insights from earnings transcripts, such as trends, risks, and changes from the previous quarter. IA also provides a sentiment rating for each company based on the information provided, allowing investment professionals to quickly gauge the overall sentiment around a company. IA runs in the background and is activated when new transcripts become available. Its results are stored in a database, so the process does not have to repeat when users need information. This also reduces latency and ensures that investment professionals have access to the latest insights. In summary, IA provides investment professionals with objective and actionable insights to help them make better investment decisions. Its ability to quickly process unstructured data and identify key insights gives investment professionals an edge over their competitors.

Workforce

Workforce Continuous Intelligence is a no-code UI that connects to external resources. - Tasks can be either simple tasks or chats. - Workers can be either AI or Humans. - Prompts can be generated from a combination of external resources, and are dynamically generated based on the content of those resources. - Resources are updated in real time, and triggers can be set up to execute a task in response to a change in a resource. - Resources can also be pushed to in order to take action on behalf of a task. For example, the Github Resource will store the output of at ask into a file in Github. - Trackers can be integrated. Tasks will pull tickets from Trackers as soon as they show up in the Tracker, and they can also generate new tickets in a tracker. - Transforms can be used to extract data from the output of a task and segment it out into individual pieces.

ClaudeCode

Traditionally we are used to the process of data research with jupyter, whether it's notebook, lab, or notebook intergrations in IDEs. ClaudeCode is an assistant connected into your jupyter session and code for you. Like your reseach pair, it can take over the data you left, listen to your requirements and generate code then execute it for you. Whether it's a modification of the data or train a model. It will record history conversations and code generated. So it will keep context. And it's also aware of the data currently in the memory, especially for pandas dataframes' columns, meanings and dtypes.

WIM Whatd I Miss

Ask pointed questions about a given playlist and get back a summary, key points, and related timestamps generated via AI! 🤖 Could be podcast series, a learning series, or something completely different! Can take in even very large/long series (tested on ~150 ~2-hour long podcasts)!Ask pointed questions about a given playlist and get back a summary, key points, and related timestamps generated via AI! 🤖 Could be a podcast series, a learning series, or something completely different! Can take in even very large/long series (tested on ~150 ~2-hour long podcasts)! This tool can take a YouTube transcript from one or more videos to be used to answer questions on a topic. The output will include a generated overall summary and generated key points from the video(s) by reading select parts of the transcript. The output will also include links to the relevant video, timestamped to the specific quote/snippet related to its respective key point. This tool can be useful to learners going through a video series playlist to review or identify where the series talks about a topic. It can also be used for educators in creating lessons from a series of videos. It also can be used for more casual enjoyment such as reviewing what the hosts have said on a particular topic. This use case is especially relevant for podcasts where hosts may revisit the same topic across multiple topics. Although Anthropic's Claude model can take in 100k tokens, this still creates a limit to what's read in by the LLM. This project will attempt to read in all the selected transcripts for the available model but if the transcript is too big for even the beefiest model, the tool will strategically select portions of the relevant transcripts based on the user fed question.

Carrer-AIdvisor

Have you ever wondered how your CV is received by HR consultants and recruiters? How much you actually fit the role of the job posting and what you can improve on? With career-aidvisor you can peek behind the scenes of the recruitment process. career-aidvisor creates an hypothetical scenario in which an HR consultant asks an IT recruiter for an evaluation of your resume/cv. Powered by Lancghain Chat model agents, they will talk about weaknesses, strengths, points of improvement, etc. Which you can you use to improve your profile and focus your effort in studying new technologies or developing the necessary skills to land your next job.

MarkU - Automatic Marketing

MarkU is an innovative automated content marketing solution that streamlines your marketing efforts using AI-driven technology. By leveraging the power of Langchain with OpenAI GPT-3.5, MarkU conducts in-depth market analysis, competitor assessments, and identifies unique selling points to create contextually relevant social media posts. Integrated with Serper for automatic Googling, MarkU offers unparalleled market research capabilities. MarkU revolutionizes your content marketing strategy, saving you time and resources while optimizing your brand's online presence. Experience the future of marketing automation with MarkU.

Period Fact Checker

Aiming to barricade misinformation spread in the internet, we built Period! Fact checker, a universal fact checker for anything on the web. Period! Fact Checker is your personal assistant on a chrome extension powered by LangChain Autonomous agent that can perform a fact check on any body of text in the web. Currently optimized for articles (news, entertainment, gossip) it can perform fact check based on cross checking to other sites and would cite the references used. It would also produce a final score ranging from 1 to 100 on how accurate the body of text is. With a simple click, just ask period to do the heavy work for you, and you can always stay out of misinformation. Period!

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