diff --git a/README.md b/README.md
index 9d8595b65adb..501429e093b4 100644
--- a/README.md
+++ b/README.md
@@ -19,20 +19,25 @@ https://user-images.githubusercontent.com/22963551/228855501-2f5777cf-755b-4407-
 
 <h2 align="center"> 💖 Help Fund Auto-GPT's Development 💖</h2>
 <p align="center">
-If you can spare a coffee, you can help to cover the API costs of developing Auto-GPT and help push the boundaries of fully autonomous AI!
-A full day of development can easily cost as much as $20 in API costs, which for a free project is quite limiting.
+If you can spare a coffee, you can help to cover the costs of developing Auto-GPT and help push the boundaries of fully autonomous AI!
 Your support is greatly appreciated
+Development of this free, open-source project is made possible by all the <a href="https://github.com/Torantulino/Auto-GPT/graphs/contributors">contributors</a> and <a href="https://github.com/sponsors/Torantulino">sponsors</a>. If you'd like to sponsor this project and have your avatar or company logo appear below <a href="https://github.com/sponsors/Torantulino">click here</a>.
 </p>
 
+
+<h3 align="center">Enterprise Sponsors</h3>
 <p align="center">
- Development of this free, open-source project is made possible by all the <a href="https://github.com/Torantulino/Auto-GPT/graphs/contributors">contributors</a> and <a href="https://github.com/sponsors/Torantulino">sponsors</a>. If you'd like to sponsor this project and have your avatar or company logo appear below <a href="https://github.com/sponsors/Torantulino">click here</a>.
+<a href="https://www.influxdata.com/"><img src="https://user-images.githubusercontent.com/22963551/232278272-24712932-7bb3-4fbe-b7e9-4b649b8104b2.png" height="40px" alt="InfluxData" /></a>&nbsp;&nbsp;&nbsp;&nbsp;<a href="https://roost.ai"><img src="https://roost.ai/hubfs/logos/Roost.ai-logo-gold.svg" height="40px" alt="Roost.AI" /></a>&nbsp;&nbsp;&nbsp;&nbsp;<a href="https://nuclei.ai/"><img src="https://nuclei.ai/images/nuclei_logo_with_text_white.svg" height="40px" alt="NucleiAI" /></a>&nbsp;&nbsp;&nbsp;&nbsp;<a href="https://www.algohash.org/"><img src="https://user-images.githubusercontent.com/22963551/232277567-78d642c1-ce21-4bcc-a209-c2a23495ab2d.png" height="40px" alt="AlgohashFe" /></a>&nbsp;&nbsp;&nbsp;&nbsp;</p>
 
-<h3 align="center">Individual Sponsors</h3>
+<h3 align="center">Monthly Sponsors</h3>
 <p align="center">
 <a href="https://github.com/robinicus"><img src="https://github.com/robinicus.png" width="50px" alt="robinicus" /></a>&nbsp;&nbsp;<a href="https://github.com/prompthero"><img src="https://github.com/prompthero.png" width="50px" alt="prompthero" /></a>&nbsp;&nbsp;<a href="https://github.com/crizzler"><img src="https://github.com/crizzler.png" width="50px" alt="crizzler" /></a>&nbsp;&nbsp;<a href="https://github.com/tob-le-rone"><img src="https://github.com/tob-le-rone.png" width="50px" alt="tob-le-rone" /></a>&nbsp;&nbsp;<a href="https://github.com/FSTatSBS"><img src="https://github.com/FSTatSBS.png" width="50px" alt="FSTatSBS" /></a>&nbsp;&nbsp;<a href="https://github.com/toverly1"><img src="https://github.com/toverly1.png" width="50px" alt="toverly1" /></a>&nbsp;&nbsp;<a href="https://github.com/ddtarazona"><img src="https://github.com/ddtarazona.png" width="50px" alt="ddtarazona" /></a>&nbsp;&nbsp;<a href="https://github.com/Nalhos"><img src="https://github.com/Nalhos.png" width="50px" alt="Nalhos" /></a>&nbsp;&nbsp;<a href="https://github.com/Kazamario"><img src="https://github.com/Kazamario.png" width="50px" alt="Kazamario" /></a>&nbsp;&nbsp;<a href="https://github.com/pingbotan"><img src="https://github.com/pingbotan.png" width="50px" alt="pingbotan" /></a>&nbsp;&nbsp;<a href="https://github.com/indoor47"><img src="https://github.com/indoor47.png" width="50px" alt="indoor47" /></a>&nbsp;&nbsp;<a href="https://github.com/AuroraHolding"><img src="https://github.com/AuroraHolding.png" width="50px" alt="AuroraHolding" /></a>&nbsp;&nbsp;<a href="https://github.com/kreativai"><img src="https://github.com/kreativai.png" width="50px" alt="kreativai" /></a>&nbsp;&nbsp;<a href="https://github.com/hunteraraujo"><img src="https://github.com/hunteraraujo.png" width="50px" alt="hunteraraujo" /></a>&nbsp;&nbsp;<a href="https://github.com/Explorergt92"><img src="https://github.com/Explorergt92.png" width="50px" alt="Explorergt92" /></a>&nbsp;&nbsp;<a href="https://github.com/judegomila"><img src="https://github.com/judegomila.png" width="50px" alt="judegomila" /></a>&nbsp;&nbsp;
 <a href="https://github.com/thepok"><img src="https://github.com/thepok.png" width="50px" alt="thepok" /></a>
 &nbsp;&nbsp;<a href="https://github.com/SpacingLily"><img src="https://github.com/SpacingLily.png" width="50px" alt="SpacingLily" /></a>&nbsp;&nbsp;<a href="https://github.com/merwanehamadi"><img src="https://github.com/merwanehamadi.png" width="50px" alt="merwanehamadi" /></a>&nbsp;&nbsp;<a href="https://github.com/m"><img src="https://github.com/m.png" width="50px" alt="m" /></a>&nbsp;&nbsp;<a href="https://github.com/zkonduit"><img src="https://github.com/zkonduit.png" width="50px" alt="zkonduit" /></a>&nbsp;&nbsp;<a href="https://github.com/maxxflyer"><img src="https://github.com/maxxflyer.png" width="50px" alt="maxxflyer" /></a>&nbsp;&nbsp;<a href="https://github.com/tekelsey"><img src="https://github.com/tekelsey.png" width="50px" alt="tekelsey" /></a>&nbsp;&nbsp;<a href="https://github.com/digisomni"><img src="https://github.com/digisomni.png" width="50px" alt="digisomni" /></a>&nbsp;&nbsp;<a href="https://github.com/nocodeclarity"><img src="https://github.com/nocodeclarity.png" width="50px" alt="nocodeclarity" /></a>&nbsp;&nbsp;<a href="https://github.com/tjarmain"><img src="https://github.com/tjarmain.png" width="50px" alt="tjarmain" /></a>
-</p>
+<a href="https://github.com/avy-ai"><img src="https://github.com/avy-ai.png" width="50px" alt="avy-ai" /></a>&nbsp;&nbsp;<a href="https://github.com/garythebat"><img src="https://github.com/garythebat.png" width="50px" alt="garythebat" /></a>&nbsp;&nbsp;<a href="https://github.com/Web3Capital"><img src="https://github.com/Web3Capital.png" width="50px" alt="Web3Capital" /></a>&nbsp;&nbsp;<a href="https://github.com/throb"><img src="https://github.com/throb.png" width="50px" alt="throb" /></a>&nbsp;&nbsp;<a href="https://github.com/shawnharmsen"><img src="https://github.com/shawnharmsen.png" width="50px" alt="shawnharmsen" /></a>&nbsp;&nbsp;<a href="https://github.com/MediConCenHK"><img src="https://github.com/MediConCenHK.png" width="50px" alt="MediConCenHK" /></a>&nbsp;&nbsp;<a href="https://github.com/Mobivs"><img src="https://github.com/Mobivs.png" width="50px" alt="Mobivs" /></a>&nbsp;&nbsp;<a href="https://github.com/GalaxyVideoAgency"><img src="https://github.com/GalaxyVideoAgency.png" width="50px" alt="GalaxyVideoAgency" /></a>&nbsp;&nbsp;<a href="https://github.com/quintendf"><img src="https://github.com/quintendf.png" width="50px" alt="quintendf" /></a>&nbsp;&nbsp;<a href="https://github.com/RThaweewat"><img src="https://github.com/RThaweewat.png" width="50px" alt="RThaweewat" /></a>&nbsp;&nbsp;<a href="https://github.com/SwftCoins"><img src="https://github.com/SwftCoins.png" width="50px" alt="SwftCoins" /></a>&nbsp;&nbsp;<a href="https://github.com/MBassi91"><img src="https://github.com/MBassi91.png" width="50px" alt="MBassi91" /></a>&nbsp;&nbsp;<a href="https://github.com/Odin519Tomas"><img src="https://github.com/Odin519Tomas.png" width="50px" alt="Odin519Tomas" /></a>&nbsp;&nbsp;<a href="https://github.com/Dradstone"><img src="https://github.com/Dradstone.png" width="50px" alt="Dradstone" /></a>&nbsp;&nbsp;<a href="https://github.com/lucas-chu"><img src="https://github.com/lucas-chu.png" width="50px" alt="lucas-chu" /></a>&nbsp;&nbsp;<a href="https://github.com/joaomdmoura"><img src="https://github.com/joaomdmoura.png" width="50px" alt="joaomdmoura" /></a>&nbsp;&nbsp;<a href="https://github.com/comet-ml"><img src="https://github.com/comet-ml.png" width="50px" alt="comet-ml" /></a>&nbsp;&nbsp;<a href="https://github.com/sultanmeghji"><img src="https://github.com/sultanmeghji.png" width="50px" alt="sultanmeghji" /></a>&nbsp;&nbsp;<a href="https://github.com/Brodie0"><img src="https://github.com/Brodie0.png" width="50px" alt="Brodie0" /></a>&nbsp;&nbsp;<a href="https://github.com/fabrietech"><img src="https://github.com/fabrietech.png" width="50px" alt="fabrietech" /></a>&nbsp;&nbsp;<a href="https://github.com/omphos"><img src="https://github.com/omphos.png" width="50px" alt="omphos" /></a>&nbsp;&nbsp;<a href="https://github.com/ZERO-A-ONE"><img src="https://github.com/ZERO-A-ONE.png" width="50px" alt="ZERO-A-ONE" /></a>&nbsp;&nbsp;<a href="https://github.com/jazgarewal"><img src="https://github.com/jazgarewal.png" width="50px" alt="jazgarewal" /></a>&nbsp;&nbsp;<a href="https://github.com/vkozacek"><img src="https://github.com/vkozacek.png" width="50px" alt="vkozacek" /></a>&nbsp;&nbsp;<a href="https://github.com/ternary5"><img src="https://github.com/ternary5.png" width="50px" alt="ternary5" /></a>&nbsp;&nbsp;<a href="https://github.com/josephcmiller2"><img src="https://github.com/josephcmiller2.png" width="50px" alt="josephcmiller2" /></a>&nbsp;&nbsp;<a href="https://github.com/ikarosai"><img src="https://github.com/ikarosai.png" width="50px" alt="ikarosai" /></a>&nbsp;&nbsp;<a href="https://github.com/DailyBotHQ"><img src="https://github.com/DailyBotHQ.png" width="50px" alt="DailyBotHQ" /></a>&nbsp;&nbsp;<a href="https://github.com/belharethsami"><img src="https://github.com/belharethsami.png" width="50px" alt="belharethsami" /></a>&nbsp;&nbsp;<a href="https://github.com/DataMetis"><img src="https://github.com/DataMetis.png" width="50px" alt="DataMetis" /></a>&nbsp;&nbsp;<a href="https://github.com/st617"><img src="https://github.com/st617.png" width="50px" alt="st617" /></a>&nbsp;&nbsp;<a href="https://github.com/cfarquhar"><img src="https://github.com/cfarquhar.png" width="50px" alt="cfarquhar" /></a>&nbsp;&nbsp;<a href="https://github.com/ColinConwell"><img src="https://github.com/ColinConwell.png" width="50px" alt="ColinConwell" /></a>&nbsp;&nbsp;<a href="https://github.com/Pythagora-io"><img src="https://github.com/Pythagora-io.png" width="50px" alt="Pythagora-io" /></a>&nbsp;&nbsp;<a href="https://github.com/dwcar49us"><img src="https://github.com/dwcar49us.png" width="50px" alt="dwcar49us" /></a>&nbsp;&nbsp;<a href="https://github.com/KiaArmani"><img src="https://github.com/KiaArmani.png" width="50px" alt="KiaArmani" /></a>&nbsp;&nbsp;<a href="https://github.com/lmaugustin"><img src="https://github.com/lmaugustin.png" width="50px" alt="lmaugustin" /></a>&nbsp;&nbsp;<a href="https://github.com/MetaPath01"><img src="https://github.com/MetaPath01.png" width="50px" alt="MetaPath01" /></a>&nbsp;&nbsp;<a href="https://github.com/scryptedinc"><img src="https://github.com/scryptedinc.png" width="50px" alt="scryptedinc" /></a>&nbsp;&nbsp;<a href="https://github.com/nicoguyon"><img src="https://github.com/nicoguyon.png" width="50px" alt="nicoguyon" /></a>&nbsp;&nbsp;<a href="https://github.com/refinery1"><img src="https://github.com/refinery1.png" width="50px" alt="refinery1" /></a>&nbsp;&nbsp;<a href="https://github.com/johnculkin"><img src="https://github.com/johnculkin.png" width="50px" alt="johnculkin" /></a>&nbsp;&nbsp;<a href="https://github.com/Cameron-Fulton"><img src="https://github.com/Cameron-Fulton.png" width="50px" alt="Cameron-Fulton" /></a>&nbsp;&nbsp;<a href="https://github.com/mathewhawkins"><img src="https://github.com/mathewhawkins.png" width="50px" alt="mathewhawkins" /></a>&nbsp;&nbsp;<a href="https://github.com/Mr-Bishop42"><img src="https://github.com/Mr-Bishop42.png" width="50px" alt="Mr-Bishop42" /></a>&nbsp;&nbsp;<a href="https://github.com/rejunity"><img src="https://github.com/rejunity.png" width="50px" alt="rejunity" /></a>&nbsp;&nbsp;<a href="https://github.com/caitlynmeeks"><img src="https://github.com/caitlynmeeks.png" width="50px" alt="caitlynmeeks" /></a>&nbsp;&nbsp;<a href="https://github.com/allenstecat"><img src="https://github.com/allenstecat.png" width="50px" alt="allenstecat" /></a>&nbsp;&nbsp;<a href="https://github.com/Daniel1357"><img src="https://github.com/Daniel1357.png" width="50px" alt="Daniel1357" /></a>&nbsp;&nbsp;<a href="https://github.com/rapidstartup"><img src="https://github.com/rapidstartup.png" width="50px" alt="rapidstartup" /></a>&nbsp;&nbsp;<a href="https://github.com/sunchongren"><img src="https://github.com/sunchongren.png" width="50px" alt="sunchongren" /></a>&nbsp;&nbsp;<a href="https://github.com/marv-technology"><img src="https://github.com/marv-technology.png" width="50px" alt="marv-technology" /></a>&nbsp;&nbsp;<a href="https://github.com/TheStoneMX"><img src="https://github.com/TheStoneMX.png" width="50px" alt="TheStoneMX" /></a>&nbsp;&nbsp;<a href="https://github.com/concreit"><img src="https://github.com/concreit.png" width="50px" alt="concreit" /></a>&nbsp;&nbsp;<a href="https://github.com/AryaXAI"><img src="https://github.com/AryaXAI.png" width="50px" alt="AryaXAI" /></a>&nbsp;&nbsp;<a href="https://github.com/abhinav-pandey29"><img src="https://github.com/abhinav-pandey29.png" width="50px" alt="abhinav-pandey29" /></a>&nbsp;&nbsp;<a href="https://github.com/tob-le-rone"><img src="https://github.com/tob-le-rone.png" width="50px" alt="tob-le-rone" /></a>&nbsp;&nbsp;<a href="https://github.com/angiaou"><img src="https://github.com/angiaou.png" width="50px" alt="angiaou" /></a>&nbsp;&nbsp;<a href="https://github.com/rickscode"><img src="https://github.com/rickscode.png" width="50px" alt="rickscode" /></a>&nbsp;&nbsp;<a href="https://github.com/RealChrisSean"><img src="https://github.com/RealChrisSean.png" width="50px" alt="RealChrisSean" /></a>&nbsp;&nbsp;<a href="https://github.com/thisisjeffchen"><img src="https://github.com/thisisjeffchen.png" width="50px" alt="thisisjeffchen" /></a>&nbsp;&nbsp;<a href="https://github.com/tommygeee"><img src="https://github.com/tommygeee.png" width="50px" alt="tommygeee" /></a>&nbsp;&nbsp;<a href="https://github.com/CrypteorCapital"><img src="https://github.com/CrypteorCapital.png" width="50px" alt="CrypteorCapital" /></a>&nbsp;&nbsp;<a href="https://github.com/kMag410"><img src="https://github.com/kMag410.png" width="50px" alt="kMag410" /></a>&nbsp;&nbsp;<a href="https://github.com/ChrisDMT"><img src="https://github.com/ChrisDMT.png" width="50px" alt="ChrisDMT" /></a>&nbsp;&nbsp;<a href="https://github.com/jd3655"><img src="https://github.com/jd3655.png" width="50px" alt="jd3655" /></a>&nbsp;&nbsp;<a href="https://github.com/rocks6"><img src="https://github.com/rocks6.png" width="50px" alt="rocks6" /></a>&nbsp;&nbsp;<a href="https://github.com/webbcolton"><img src="https://github.com/webbcolton.png" width="50px" alt="webbcolton" /></a>&nbsp;&nbsp;<a href="https://github.com/projectonegames"><img src="https://github.com/projectonegames.png" width="50px" alt="projectonegames" /></a>&nbsp;&nbsp;<a href="https://github.com/jun784"><img src="https://github.com/jun784.png" width="50px" alt="jun784" /></a>&nbsp;&nbsp;<a href="https://github.com/fruition"><img src="https://github.com/fruition.png" width="50px" alt="fruition" /></a>&nbsp;&nbsp;<a href="https://github.com/txtr99"><img src="https://github.com/txtr99.png" width="50px" alt="txtr99" /></a>&nbsp;&nbsp;</p>
+
+
+
 
 ## Table of Contents
 
@@ -48,20 +53,19 @@ Your support is greatly appreciated
     - [Docker](#docker)
     - [Command Line Arguments](#command-line-arguments)
   - [🗣️ Speech Mode](#️-speech-mode)
-    - [List of IDs with names from eleven labs, you can use the name or ID:](#list-of-ids-with-names-from-eleven-labs-you-can-use-the-name-or-id)
-  - [OpenAI API Keys Configuration](#openai-api-keys-configuration)
   - [🔍 Google API Keys Configuration](#-google-api-keys-configuration)
     - [Setting up environment variables](#setting-up-environment-variables)
   - [Memory Backend Setup](#memory-backend-setup)
     - [Redis Setup](#redis-setup)
     - [🌲 Pinecone API Key Setup](#-pinecone-api-key-setup)
     - [Milvus Setup](#milvus-setup)
+    - [Setting up environment variables](#setting-up-environment-variables-1)
+  - [Setting Your Cache Type](#setting-your-cache-type)
   - [View Memory Usage](#view-memory-usage)
   - [🧠 Memory pre-seeding](#-memory-pre-seeding)
   - [💀 Continuous Mode ⚠️](#-continuous-mode-️)
   - [GPT3.5 ONLY Mode](#gpt35-only-mode)
   - [🖼 Image Generation](#-image-generation)
-  - [Selenium](#selenium)
   - [⚠️ Limitations](#️-limitations)
   - [🛡 Disclaimer](#-disclaimer)
   - [🐦 Connect with Us on Twitter](#-connect-with-us-on-twitter)
@@ -263,18 +267,19 @@ export GOOGLE_API_KEY="YOUR_GOOGLE_API_KEY"
 export CUSTOM_SEARCH_ENGINE_ID="YOUR_CUSTOM_SEARCH_ENGINE_ID"
 ```
 
-## Memory Backend Setup
+## Setting Your Cache Type
+
+By default, Auto-GPT is going to use LocalCache instead of redis or Pinecone.
 
-By default, Auto-GPT is going to use LocalCache.
 To switch to either, change the `MEMORY_BACKEND` env variable to the value that you want:
 
-- `local` (default) uses a local JSON cache file
-- `pinecone` uses the Pinecone.io account you configured in your ENV settings
-- `redis` will use the redis cache that you configured
-- `milvus` will use the milvus that you configured
+* `local` (default) uses a local JSON cache file
+* `pinecone` uses the Pinecone.io account you configured in your ENV settings
+* `redis` will use the redis cache that you configured
+* `milvus` will use the milvus cache that you configured
+* `weaviate` will use the weaviate cache that you configured
 
 ### Redis Setup
-
 > _**CAUTION**_ \
 This is not intended to be publicly accessible and lacks security measures. Therefore, avoid exposing Redis to the internet without a password or at all
 1. Install docker desktop
@@ -336,8 +341,20 @@ export PINECONE_ENV="<YOUR_PINECONE_REGION>" # e.g: "us-east4-gcp"
 export MEMORY_BACKEND="pinecone"
 ```
 
-## Weaviate Setup
+### Milvus Setup
+
+[Milvus](https://milvus.io/) is a open-source, high scalable vector database to storage huge amount of vector-based memory and provide fast relevant search.
+
+- setup milvus database, keep your pymilvus version and milvus version same to avoid compatible issues.
+  - setup by open source [Install Milvus](https://milvus.io/docs/install_standalone-operator.md)
+  - or setup by [Zilliz Cloud](https://zilliz.com/cloud)
+- set `MILVUS_ADDR` in `.env` to your milvus address `host:ip`.
+- set `MEMORY_BACKEND` in `.env` to `milvus` to enable milvus as backend.
+- optional
+  - set `MILVUS_COLLECTION` in `.env` to change milvus collection name as you want, `autogpt` is the default name.
+
 
+### Weaviate Setup
 [Weaviate](https://weaviate.io/) is an open-source vector database. It allows to store data objects and vector embeddings from ML-models and scales seamlessly to billion of data objects. [An instance of Weaviate can be created locally (using Docker), on Kubernetes or using Weaviate Cloud Services](https://weaviate.io/developers/weaviate/quickstart). 
 Although still experimental, [Embedded Weaviate](https://weaviate.io/developers/weaviate/installation/embedded) is supported which allows the Auto-GPT process itself to start a Weaviate instance. To enable it, set `USE_WEAVIATE_EMBEDDED` to `True` and make sure you `pip install "weaviate-client>=3.15.4"`. 
 
@@ -369,7 +386,7 @@ MEMORY_INDEX="Autogpt" # name of the index to create for the application
 - set `MEMORY_BACKEND` in `.env` to `milvus` to enable milvus as backend.
 - optional
   - set `MILVUS_COLLECTION` in `.env` to change milvus collection name as you want, `autogpt` is the default name.
-
+ 
 ## View Memory Usage
 
 1. View memory usage by using the `--debug` flag :)
@@ -377,8 +394,7 @@ MEMORY_INDEX="Autogpt" # name of the index to create for the application
 
 ## 🧠 Memory pre-seeding
 
-    python autogpt/data_ingestion.py -h 
-
+# python autogpt/data_ingestion.py -h 
 usage: data_ingestion.py [-h] (--file FILE | --dir DIR) [--init] [--overlap OVERLAP] [--max_length MAX_LENGTH]
 
 Ingest a file or a directory with multiple files into memory. Make sure to set your .env before running this script.
@@ -391,8 +407,7 @@ options:
   --overlap OVERLAP        The overlap size between chunks when ingesting files (default: 200)
   --max_length MAX_LENGTH  The max_length of each chunk when ingesting files (default: 4000)
 
-    python autogpt/data_ingestion.py --dir seed_data --init --overlap 200 --max_length 1000
-
+# python autogpt/data_ingestion.py --dir seed_data --init --overlap 200 --max_length 1000
 This script located at autogpt/data_ingestion.py, allows you to ingest files into memory and pre-seed it before running Auto-GPT. 
 
 Memory pre-seeding is a technique that involves ingesting relevant documents or data into the AI's memory so that it can use this information to generate more informed and accurate responses.