Copilot Builder

Gooey.AI's Copilot is the best chatbot builder anywhere, combining your choice of LLMs (GPT4o, GPT4o-mini, Gemini, Claude3.5, Mixtral or LLaMA3), knowledge docs from any link or doc/PDF (with table support!), speech recognition, text-to-speech and Lipsync, editable synthetic data pipelines, built in 👍🏿 👎🏼 feedback, conversation analysis, WhatsApp, slack, Facebook and API integrations and much more.

In this example, we present Farmer.CHAT. It uses a collection of documents and transcripts of 100s of videos representing best practices to answer common questions from Indian farmers. We load these documents + transcripts into a vector database. With each question, we search the vector DB and then add the results to a GPT script below to create an answer to the farmer's questions. Simply change the Instructions and Knowledge docs & tap Submit and then Save to make it your own.

To know more, head over to our COPILOT HELP GUIDE

📝 Instructions

🧠 Language Model

GPT-4o-mini (openai)

📄 Knowledge

Add documents or links to give your copilot a knowledge base. When asked a question, we'll search them to generate an answer with citations.

Submit Links in Bulk

💪 Capabilities

🗣️ Text to Speech & Lipsync

Text-to-Speech Provider

Google Text-to-Speech

Voice name (Google TTS)

hi-IN-Wavenet-A (Female)

Please refer to the list of voice names here

🫦 Add Lipsync Video

🔠 Translation & Speech Recognition

🩻 Photo & Document Intelligence

🧩 Developer Tools and Functions

Functions

Functions give your workflow the ability run Javascript code (with webcalls!) allowing it execute logic, use common JS libraries or make external API calls before or after the workflow runs. Learn more.

⏩ After

Save Copilot Data to an External Server Endpoint

⌥ Variables

Variables let you pass custom parameters to your workflow. Access a variable in your instruction prompt with Jinja, e.g. {{ my_variable }}
Learn more.

platform

⚙️ Settings

🗣️ Google Text-to-Speech Settings

Speaking rate

1.0 is the normal native speed of the speaker

Pitch

Increase/Decrease semitones from the original pitch

📄 Knowledge Base

👩‍🏫 Search Instructions

How should the LLM interpret the results from your knowledge base?

Citation Style

Plain Text / WhatsApp Symbols + Footnotes

🔗 Shorten Citation URLs

Create Synthetic Data

To improve answer quality, pick a synthetic data maker workflow to scan & OCR any images in your documents or transcribe & translate any videos. It also can synthesize a helpful FAQ. Adds ~2 minutes of one-time processing per file.

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Advanced Settings

In general, you should not need to adjust these.

👁‍🗨 Conversation Summarization

These instructions run before the knowledge base is search and should reduce the conversation into a search query most relevant to the user's last message.

🔑 Keyword Extraction

Instructions to create a query for keyword/hybrid BM25 search. Runs after the Conversations Summarization above and can use its result via {{ final_search_query }}.

✏ Embeddings Model

Text Embedding 3 Large (OpenAI)

Dense Embeddings Weightage

Weightage for dense vs sparse embeddings. 0 for sparse, 1 for dense, 0.5 for equal weight.
Generally speaking, dense embeddings excel at understanding the context of the query, whereas sparse vectors excel at keyword matches.

Max Citations

The maximum number of document search citations.

Max Snippet Words

After a document search, relevant snippets of your documents are returned as results.
This setting adjusts the maximum number of words in each snippet (tokens = words * 2).
A high snippet size allows the LLM to access more information from your document results, at the cost of being verbose and potentially exhausting input tokens (which can cause a failure of the copilot to respond).

Snippet Overlap Ratio

Your knowledge base documents are split into overlapping snippets.
This settings adjusts how much those snippets overlap (overlap tokens = snippet tokens / overlap ratio).
In general you shouldn't need to adjust this.

🔠 Language Model Settings

Avoid Repetition

Response Format

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Max Output Tokens

The maximum number of tokens to generate in the completion. Increase to generate longer responses.

Creativity (aka Sampling Temperature)

Higher values allow the LLM to take more risks. Try values larger than 1 for more creative applications or 0 to ensure that LLM gives the same answer when given the same user input.

Answer Outputs

How many answers should the copilot generate? Additional answer outputs increase the cost of each run.

Run cost = 4 credits

Breakdown: 1 (GPT-4o-mini (openai)) + 3/run

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Show Raw Output

Assistant

Irrigating a chilli field is essential for optimal growth and yield. Here are some key points on how to effectively manage irrigation for chillies:

Initial Irrigation: After transplanting the seedlings into the main field, it's important to irrigate them immediately. This helps the plants establish themselves in their new environment.
Frequency of Irrigation:
- Summer: Water the plants at least once a week, as higher temperatures increase the moisture requirement.
- Winter: In cooler months, irrigation should be done every 10 to 12 days, as the plants require less water.
- Rainy Season: Irrigation should be adjusted based on rainfall. If there has been sufficient rain, additional watering may not be necessary [*] [‡].
Even Distribution: Ensure that the entire field is irrigated evenly. Avoid water accumulation in one area, as this can harm the plants and lead to root rot [‡].
Irrigation Methods: Consider using methods like drip irrigation or furrow irrigation to provide consistent moisture without over-saturating the soil. This is particularly effective for maintaining soil moisture levels during critical growth periods, such as flowering and fruit setting [§] [♠].
Monitoring Soil Moisture: Regularly check the soil moisture levels. If the soil is too dry, it may hinder flowering and fruit development. Conversely, overwatering can lead to diseases [‡] [¶].
Use of Organic Solutions: Incorporating organic matter like Jeevamrit (a natural fertilizer) every 10-15 days can enhance soil health and moisture retention [‡].

By following these guidelines, you can ensure that your chilli plants receive the right amount of water at the right times, promoting healthy growth and maximizing yield. 🌱💧

*. How to do irrigation in a chilli field? https://gooey.ai/2/rbL2
‡. Weeding and irrigation management in chilli https://gooey.ai/2/rWWx
§. Chilli Transplantation in Field https://gooey.ai/2/v11Z
¶. Introduction on Chilli cultivation https://gooey.ai/2/xdE1
♠. Chilli uprooting and transplanting https://gooey.ai/2/GPb4

🧩 Called Save Copilot Data to an External Server Endpoint

User
How to do irrigation in a chilli field?

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