Ffmpeg nvidia h264งาน
I'm looking for a proficient expert to assist in implementing deep learning with Nvidia and federated learning. This project involves: - Implementing federated learning techniques to enhance model accuracy using NVIDIA - Managing a medium-sized dataset for the training process. Ideal candidates should have experience in implementing deep learning models, particularly with Nvidia hardware. Experience with federated learning and handling medium-sized datasets would be a significant advantage.
I am in need of a proficient develop...in need of a proficient developer with experience in Android and camera driver development. The project goal is to create a camera driver for Samsung A55 Android 14 that will broadcast a video stream from a PC via ffmpeg, RTMP, or NDI. Key Functionalities: - The driver must be able to capture photos. - Record videos. - Adjust camera settings. - Have an internal driver for input on OTG (usb) video. Specific Requirements: - Must meet real-time video streaming requirements. Critical Experience & Skills: - Android development. - Camera driver development. - Understanding of ffmpeg, RTMP, or NDI streaming protocols. - Experience with OTG devices and real-time video streaming. Please provide your previous work samples related to this...
I am seeking expertise in deploying the Mistral system on-premises, specifically for data processing tasks. Key Project Elements: 1. Mistral System Installation: Implementing Mistral system in our on-premises hardware setup, ensuring optimal perform...specifically for data processing tasks. Key Project Elements: 1. Mistral System Installation: Implementing Mistral system in our on-premises hardware setup, ensuring optimal performance and security. 2. Data Processing: The system should be set up to efficiently process unstructured data such as texts and emails. Ideal Candidate: - Expertise in on-premises Mistral system deployment by using NVIDIA GPUs - Profound understanding of data processing techniques for unstructured data - Previous experience in similar projects would be ...
I'm in need of an expert who can help me address a GPU compatibility issue I'm experiencing with TensorFlow and PyTorch. Despite having installed the latest drivers for my NVIDIA GeForce GTX 3060, I'm still facing issues with these frameworks. Key Responsibilities: - Diagnose the root cause of the incompatibility - Implement a solution that allows seamless use of TensorFlow and PyTorch on my Windows 10 system with the NVIDIA GPU Ideal Skills and Experience: - Proficiency in TensorFlow, PyTorch, and GPU utilization - Strong understanding of Windows 10 environment - Previous experience in resolving compatibility issues with these frameworks
I'm looking for an expert with experience in converting GAN models to TensorRT models. The purpose of this conversion is to deploy the model on an Nvidia Orin device. The primary goal of this conversion isn't just to make it compatible, but to ensure that the model's performance is significantly improved and the memory usage is reduced. Key requirements: - You should have a solid understanding of GAN and TensorRT - Proven experience in model conversion - Ability to optimize for faster inference without compromising on performance In your application, I would like to see a detailed project proposal that includes your approach to the conversion, any relevant experience you have and how you plan to achieve basic optimization for faster inference. Feel free to s...
...stream arriving on my Nvidia Jetson Orin device via /dev/video0. The stream is in Grayscale (RG12, 12bit) format and I need assistance in creating Python code to receive this stream and make it available in a CuPy array. The primary goal is to process this data in real-time for monitoring purposes. It is crucial that the data is not copied between CPU and GPU memory. Key Requirements: - Acquire data stream from /dev/video0 on Nvidia Jetson Orin and store as an array - Use Python 3.9+ for the codebase - Process the data array for real-time monitoring - Do not copy data between CPU and GPU memory, as one frame is 17MB in size Ideal freelancer for this project should have: - Extensive experience with Python, particularly in real-time data processing - Prior experience with ...
For streaming project, linux/ffmpeg expert is required. You must demonstrate previous work and have your environment to show running demos. Desirable communication in Spanish
...Use FFMPEG or similar tools to merge the TTS audio with the pre-recorded story. Integration and Testing: Ensure the TTS audio seamlessly integrates into the main story audio. Implement robust error handling and validation for form submissions. Test the entire flow from form submission to audio generation on multiple devices and browsers to ensure reliability. Deployment and Maintenance: Deploy the WordPress site on the chosen hosting platform. Ensure HTTPS is enabled for secure data transmission. Provide documentation and a brief training session on managing the site and handling common issues. Technical Requirements: Frontend: HTML, CSS, JavaScript (with jQuery or a framework like React/Vue if necessary). Backend: PHP, WordPress, Google Cloud Text-to-Speech API,...
This project focuses on configuring an existing high-performance computer to process and query large datasets using the Llama3 (70b) language model. The objective is to enable efficient data handling and querying capabilities on the local system. Configure the existing computer with the following specifications for optimal performance: CPU: Intel Core i7-12700F GPU: Nvidia RTX 3070 Memory: 32GB DDR5 RAM Storage: 1TB SSD Operating System: Windows 11 or Linux Set up and optimize the Llama3 (70b) language model on the local system. Process 2,300MB of data to be optimized for use with the Llama3 model. Develop a user interface or command line utility to facilitate local data queries using the Llama3 model. Deliverables: Con...
...GPU with adequate bandwidth (e.g. PCIE 3.0 x16), as they'd be able to run more intensive workloads. The quality of your hardware will determine your earnings. need hosts to have integrated graphics, another older GPU, or a motherboard graphics device. For example, the ROMED8-2T has the AST2500 graphics processor, which acts as one. Your server would use this GPU for its own graphics so that the NVIDIA GPU can be fully passed through to the virtual machines that will host customers. Task: Following above requirements Create financial models for following scenarios: • SXM 80 GB version for the A100 GPU o How many GPUs will fit per each container? o What is the CAPEX breakdown to configure such data center? (GPUs, switches, etc) I need to have excel list with item nam...
I am looking for a skilled Android developer to create a ffmpeg demo app that is prove the concept of few advance command that is worked on windows console - ffmpeg Android - ffmpeg -rtsp_transport tcp The ideal candidate should have experience in ffmpeg Android library and expert only
I urgently need an expert, ideally possessing extensive knowledge in CUDA, cuDNN, and Anaconda, to help configure my Windows system. the GPU cuda was working , and wen I tired to use ViT (Vision Trans...Demonstrating how to utilize the GPU in Jupyter Notebook with Vision Transformer (ViT). The essence of this project is to gain a grasp on how to leverage GPU resources efficiently and then apply those skills into the Vision Transformer. The task requires a high level of competency in various tools and the ability to deliver swiftly. Suitable personnel for this task would have an advanced knowledge of NVIDIA CUDA, cuDNN, and excellent usage capability of the Jupyter Notebook. Familiarity with Vision transformer, Anaconda, and basic knowledge of computer hardware will be a strong ...
Software Features ● NVIDIA Isaac Sim experience preferred ● Weld Seam Recognition：accurate seam detection ● Move Path Generation：generate precise welding robot movement ● 3D Simulation：Create realistic 3D environment for visualizing welding process File Processing ● DXF File Reading: function to read and extract data from DXF files ● Data Parsing: Extract welding specifications from DXF files ● Compatibility: Ensure compatibility with various welding piece DXF file formats. ● Optimization: Optimize file processing for speed and efficiency ● Robot Integration: ● Robot Simulation: virtual welding robot for 3D simulation ● Compatibility: Ensure compatibility with different welding robot models ● Calibration: Calibration tools to match simulation with real-world...
I'm in need of someone to convert my existing Pytorch DDP code to Huggingface Accelerate framework. Key Project Details: - The primary goal of this migration is to move from existing Pytorch DDP, to Huggingface Accelerate architecture. - The code should be able to run on CPU-only mode, on a single GPU machine, and also on multiple-GPU machines. The GPU's are all Nvidia. - The code will need to be tested on my machines (CPU-only machine; machine with single-GPU; and machine with multiple GPUs) and execute smoothly without error using my datasets. If the code does not execute out of the box, you will need to log in to my computer to set it up to ensure smooth running. Pytorch environment under PyCharm/Ubuntu is already set up. These two links should give you an ide...
I'm reopening it since many have reached out, feeling like they're very skilled programmers, and unfortunately, I trusted and wasted a lot of money. PLEASE ONLY REACH OUT IF YOU HAVE VERY GOOD EXPERIENCE WITH XUIONE. I want the current FFMPEG and FFPROBE to be updated to the latest version specifically for XUIONE; the latest is 7.0, and FFMPEG and FFPROBE should also be able to read MPD streams.
I'm seeking a skilled developer to convert the existing FFMpeg code I have to be used in Python Currently my FFMpeg is in Java for Android, but I need it for to FFMpeg with Python. The primary reason for this conversion is to enable additional functionality. The Python version of FFMpeg will be primarily used on Linux. The major task would be integrating an overlay drawtext functionality, which is capable of displaying both dynamic timestamps and user input text. In summary, the key components of the project include: Here is the Java code we're using and it works. But we need to use this code in python - Converting FFMpeg from Java to Python for use on Linux - Implementing overlay drawtext with dynamic
The project to build waht's billed as the world's fastest artifical intelligence supercomputer Just wrapped in it's already acing one of its first assignments: the super-speedy perlmutter is helping create 3D map of the visible univers all 11 billion light- years of it -by processing data from the dark energy spectroscopic instrument , a kind of cosmic ca...assignments: the super-speedy perlmutter is helping create 3D map of the visible univers all 11 billion light- years of it -by processing data from the dark energy spectroscopic instrument , a kind of cosmic camera that can capture as many as 5,000 galaxies in a single us$146 million project was a joint endeavor between the U.S. Notional energy Resarche Scientific computer centre , Nvidia and Hewlett packard Entr...
skilled ffmpeg expert to work on a live transcoding project. - CMS should be built in laravel. it should use nginx for hls streaming with user pass and ip restriction protection. it should have all encode decode options for h264 and h265 with cuda / nvenc encode /decode i have system wit 4x rtx quadro 4000 so the system should have also option to select from wich gpu wich channels are going to transcode. it should have realtime datalogics like incoming outgoing network metrics realtime each gpu utilization of encoder/decoder graphic based utilization of ram and cpu. page with show all live streams/offline streams with options restart stop delete edit buttons streams should show with realtime datas like uptime speed codec bitrate connected users on stream count. user ...
The project to build waht's billed as the world's fastest artifical intelligence supercomputer Just wrapped in it's already acing one of its first assignments: the super-speedy perlmutter is helping create 3D map of the visible univers all 11 billion light- years of it -by processing data from the dark energy spectroscopic instrument , a kind of cosmic ca...assignments: the super-speedy perlmutter is helping create 3D map of the visible univers all 11 billion light- years of it -by processing data from the dark energy spectroscopic instrument , a kind of cosmic camera that can capture as many as 5,000 galaxies in a single us$146 million project was a joint endeavor between the U.S. Notional energy Resarche Scientific computer centre , Nvidia and Hewlett packard Entr...
- Experience with multiple multimedia libraries and frameworks: FFmpeg, GStreamer, libvpx, x264, x265, etc. - Knowledge of multiple streaming protocols (RTMP, RTSP, RTP, HLS, WebRTC, DASH, etc.) and codecs (AAC, Opus, H264, H265, VP8, VP9, AV1, etc.). - Experience with at least one commonly used media server software: RED5, Wowza, Kurento, etc. - Highly proficient in database design, with both relational and NoSQL (Scylla, Redis) databases. - Comfortable working with AWS, Linux, Docker, Kubernetes, continuous deployment workflow, multiple programming languages tech stack.
1 Overview: This project de-identifies personal information in the video that detects a person on an Edge Device connected to CCTV and protects personal information by changing the person's face or face + top and bottom. Here's what we need. 1.1 Edge Device must be sent video from the CCTV Stream. 1.2 A person must be detected in the input video. 1.3 The following information must be extracted from the detected person and made into a metadata (JSON) file. - Facial Embedding Information - Extract information about a person's attributes (hair length, hair color, top color, bottom color, top shape, bottom shape, shoe shape, color, etc.) 1.4 Change to a new face, a new outfit. 1.5 Real-time converted images and generated metadata should be delivered to the storage ...
I am seeking an experienced professional who can assist me in installing Nvidia Maxine AI software on my PC. The objective is to leverage the capabilities of Nvidia Maxine for AI-based features as it is shown on the YouTube video that I am providing a link to in this post. in the shared video, notice that a person installs the software on his computer to use its AI feature. If you have the required expertise and are confident in your ability to install Nvidia Maxine AI software, please submit your proposal. Include details about your relevant experience, certifications, and any previous installations of Nvidia Maxine and also tell me how are you able to do the installation. Can you remotely connect to my computer and do the installation? The milestone will be ...
I'm seeking a skilled video editor who can create a 1-2 min video using Adobe After Effects. The video should use motion graphics, audio, FX and video elements for a campaign idea about climate change. The basic idea storyboard is ready. - A brief doc explaining the process followed is also needed. - All working files needed - Final render has to be in 1920x1080 Full HD using h264 codec If you've got experience in creating similar videos, I'd like to see some of your previous work. Prefer working with optimistic people that are focused on building long-term partnerships.
Objective: Develop a robust vehicle counting application optimized for the NVIDIA Jetson Nano. The application should accurately count cars passing through multiple cameras using RTSP live streams. Key Requirements: Modular Design: The software should have a configurable region of interest (ROI). This will allow customization of the tracking area for different camera setups. The system should support settings for either two-way or single direction vehicle detection, selectable per camera. Multi-Camera Support: The application must handle live feeds from at least three cameras simultaneously without frame skipping. Ensure seamless capturing, detecting, and tracking across all cameras, maintaining high accuracy and performance. Error Handling: Implement robust error handling to ensu...
Hi, the opensource does not support audio playback and export. You need to implement it. Ideal skills and experience for this job include: - Strong proficiency in C# and WPF - Prior experience with FFmpeg integration - Proven track record with audio editing - Good understanding of MP3, WAV, and AAC formats NOTE: We have already extended the project so you will need to guide me to implement the changes you do in this project into our project.
Hi Trong Hieu L. This is building on top of the pytorch DDP code you wrote for me about 6 - 12 months ago. I would like you to convert it to huggingface Accelerate framework. Test on vinbigdata and CXR8 dataset on 8 Nvidia GPUs. Much of the code should be similar to before. Only need to migrate to Accelerate. Are you happy to do it?
...memory’ error which has been causing major headaches. To set the scene, the videos I'm dealing with are low resolution and have short durations. I've customized the ffmpeg settings for the conversion process but it seems like my attempts are doing more harm than good. Here's where you come in. I need an expert to handle the optimization of the ffmpeg settings for the GPU. I am not looking for a quick fix and not necessarily to address the CUDA error right away, but primarily to set up a robust and efficient conversion system that will prevent such issues in the future. Ideal candidates should have: - Extensive experience with ffmpeg - Knowledge of GPU settings - Experience in dealing with memory issues - Patience to optimize until the best...
Video 4gb in size playing smoothly in chrome when we use our website. But same video of our website playback or buffering when run in safari browser. Video is compressed verson of original using ffmpeg
Video 4gb in size playing smoothly in chrome when we use our website. But same video of our website playback or buffering when run in safari browser. Video is compressed verson of original using ffmpeg
I need an expert in ffmpeg & CUDA for fast video encoding. Optimized encoding commands need to generate MP4 files that are similar in size to downloaded videos, but the encoding process must be expedited via GPU usage. Key Requirements: * The result should be in MP4 format. * Video quality and encoding speed are crucial. * The target video resolution is 480p. Ideal Skills: * Extensive knowledge of ffmpeg and CUDA. * Experience in video encoding, particularly fast encoding. * Detailed understanding of optimizing for video quality and speed under specific resolution constraints(i.e, 480p in this case).
...quality versions of each stream to Wasabi S3 storage (and updating the manifest file appropriately to the new URLs). An API endpoint needs to be created for our app to interface with this system. Ideal Skills: - Proficient in NodeJS - Experience with FFMPEG - Familiarity with S3 storage services - Ability to create API endpoints - Knowledge of working with HLS streams and manifest files Tasks to be completed: - Develop a NodeJS instance on a Digital Ocean droplet that can automate the download of HLS streams from manifest file URLs - Use FFMPEG to upload ALL STREAM QUALITY VERSIONS to Wasabi S3 storage - Update the manifest file accordingly - Implement an API endpoint for our Bubble web-app to manage and track each of these steps Communication: - Needs to be able to att...
We are seeking a skilled software engineer to assist in the development of educational videos. The ideal candidate will have experience in creating videos in mp4 format from WebGL content, with a focus on ensuring that the sound channel is mixed appropriately and that the visual content transitions smoothly. This role involves both technical development and creative input to produce high-qual...projects. * Strong video editing skills, particularly in relation to scene transitions and audio mixing. * Ability to work independently and in a team to meet project deadlines. * Experience in educational content creation is a plus, with an emphasis on engaging and informative video materials. * Excellent problem-solving skills and creativity in overcoming technical challenges. * Familiar with F...
...Develop and run realistic simulations of robotic systems using NVIDIA Isaac Sim. • Design and configure complex simulation environments, including physics models, sensors, and obstacles. • Create motion plans and trajectories for robots using advanced planning capabilities. • Analyze simulation results and provide insights into robotic performance and limitations. • Collaborate with engineers and researchers to define simulation requirements and ensure alignment with project goals. • Stay up-to-date with the latest advancements in simulation technology and best practices. *************** Qualifications: • Required: Degree in Robotics, Engineering, or related field. (Master's degree or Ph.D major plus) • Expert-level proficiency in NVIDI...
I am in need of a developer who is specialized in FFmpeg on a Linux operating system. The main task for this project is to create Instagram like video filters.
MESSAGE ME IF INTERESTED. Objective: This is not a project. It's one feature for: , the training should: 1. The loss to reduce normally like it already does when training with DDP (it should NOT diverge to infinity or be unstable) 2. All evaluation loss, training loss etc get printed (like it already does with DDP) 3. save checkpoint works and restore checkpoint (like it already does with DDP in ) 4. The VRAM usage of the graphics cards should be less than with DDP (nvidia-smi) to check (this should happen if FSDP is implemented correctly) 5. Should not be way slower than DDP for each training step (essentially, when you run python , the output should look almost the same as it does when using DDP)
Hi! The tasks are as follows: 1. Use a model of the exi...angles: Link: Your task is to generate a 3D model based on these sample pictures and produce a video lasting between 10-12 seconds, mirroring the specifications of the first task: 360-degree rotation, with the doors opening and closing. Specification: 1. Video quality 2160 x 3840 (Vertical 9x16) - 4K high quality 2, MP4 H264 at 35-45 Mbps @ 29.97/30 FPS 3. The video background should be white. 4. Maintain the model proportions as demonstrated in the examples I provided; avoiding cuts in the video preserves. For reference, please access the examples via the following link: Thanks
The function (I didn't write it): input: Path of a video file. [would be nice to also allow audio files] output: Array of the volume of all frames of the file. PHP Version 7.2.34 Edition Windows 10 Home Version 22H2 Installed on 11/7/2020 OS build 19045.4170 Experience Windows Feature Experience Pack 1000.19054.1000.0 Device name DESKTOP-TBNFM6D Processor Intel(R) Core(TM) i3-10100 CPU @ 3.60GHz 3.60 GHz Installed RAM 8.00 GB (7.85 GB usable) Device ID 0334C4DF-2DEE-401E-A453-E30F4EB12586 Product ID 00325-81840-60585-AAOEM System type 64-bit operating system, x64-based processor Pen and touch No pen or touch input is available for this display
...code anything for it. You just need to package it inside Docker container and make it work with Lambda. - To successfully carry out this project, you'll need to make sure the Docker container is able to run the latest version of Node.js. - Additional requirements include the integration of a specific package, namely: , ensuring it is functioning properly. - Ffmpeg will need to be incorporated into the environment, as well as any other libraries that the editly package requires. - We already have a Lambda function created on AWS, as well as the function url. But it's up to the developer to test and make it runs with the newly created Docker container. - Save generated video output in S3 bucket (exact path and filename will be passed to you in POST request)
...Talkback Support: Implement incoming SRT stream capabilities for audio-only or audio-video (talkback), enabling field personnel to receive real-time audio or video communication. (a simple srt link in "caller" mode) Custom Branding: The application should prominently feature our logo across its interface, reinforcing brand identity. Codec Selection: Provide users the ability to select between H264 and H265 codecs for their streaming needs, depending on quality requirements and bandwidth constraints. Advanced Camera Controls: The UI should offer comprehensive access to advanced video/photo functionalities akin to leading photography apps, including resolution, frame rate, exposure adjustments, and white balance settings, front / rear camera selection. Local video reco...
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I'm in need of a freelancer who is proficient in converting MATLAB Signal Processing programs into CUDA using GPU coder. Not just any freelancer, but one who has hands on experience using a Jetson Nano, with the CUDA toolkit already installed. The complexity level of the MATLAB program to be co...using GPU coder. Not just any freelancer, but one who has hands on experience using a Jetson Nano, with the CUDA toolkit already installed. The complexity level of the MATLAB program to be converted is intermediate, so it's essential you are experienced yet up for a bit of a challenge with your DSP skills. Key Skills: - Proficiency in MATLAB and CUDA programming language - Familiarity with the NVIDIA Jetson Nano - Experience with intermediate Signal Processing - Hands-on ex...
I'm in need of a freelancer with advanced knowledge and use of ffmpeg. The task will be to integrate cool effects on video and thus, broadening the visual appeal and quality of my content. This job requires creative skills.
I'm in need of a specialist with prior experience in FFmpeg and MS DirectShow, to assist in setting up a live streaming project. The major competencies for this role involve: - Strong familiarity with vc++ and c++ - Profound understanding of FFmpeg and DirectShow - Previous experience in live streaming Programmers having expertise in managing various video source types would be advantageous. Bid on this project only if you can demonstrate your proficiency in these areas.
...For example, consider using self-hosted solutions or open-source tools. Streamlining for a Single VPS: Consolidate services and components to run efficiently on a single server. Optimize resource usage (CPU, memory, storage) to ensure smooth performance. Streaming Functionality: Implement streaming capabilities (video, audio, live) using JavaScript libraries or frameworks. Explore options like FFmpeg, WebRTC, or MediaSource Extensions for handling media streams. Registration System: Develop a robust registration system that allows users to sign up using email or social media accounts. Use JavaScript frameworks (such as or Fastify) to handle user authentication and account management. Chat Feature: Ensure the chat functionality works seamlessly. Consider using real-time communica...
I'm currently dealing with an issue on a piece of code in OpenGL GLSL and C++. The code operates as designed when run on an integrated GPU but unfortunately, falls with a dedicated GeForce NVIDIA GPU (see pictures). The code deals with compute shaders and parallel computing of a combinatorial problem. The OpenGL and GLSL versions in use are 4.3. I'm sending pictures how it gives me the proper output on integrated and the error shown for dedicated NVIDIA. The solver must have a dedicated GeForce GPU and should first present that the code also doesn''t work for him/her on the dedicated GPU !! The key functionalities in use are Buffer Objects and Compute Shaders. As such, I'm in search of a skilled developer who: - Has in-depth expertise in OpenGL 4...
...skilled professional comfortable with Linux system administration. A very important part of this project is the Installation of FFMPEG with CUDA support on an Almalinux 8 server, implemented on a 1080ti card. Key Requirements: - You must be comfortable with Linux server administration, specifically AlmaLinux 8. - You must be able to install the latest version of FFMPEG. - CUDA support on the FFMPEG must be duly enabled. - The main goal after installation is to achieve top-notch video encoding performance. - Professional experience or technical understanding of video encoding software and processes is a plus. - You must have prior experience or know-how dealing with Nvidia graphics cards, particularly the 1080ti model. I have root/administrator access to ...
Project description: Solution needed for data ...collection takes place preferably on a rolling chart with "x" axes being time and "y" axis being the value read. The distinct points should be connected on the graph with a straight line. The time delay between measurements should be as little as practically possible. Available hardware for the task: - "node mcu ESP32s3", or "Panlee WT32 SC-01 plus" the latter has built in RS485. - Nvidia jetson nano - Raspberry Pi - Ordinary PC with a USB to RS485 converter. Software requirements: - the project can be completed on any platform as long as it satisfies the requirements set in the description. - suggested languages to use are Python with visualizat...
...analysis to create a script that can transcribe a full mp4 video and audio into text. Key Requirements: - The script should be able to read a video in mp4, mkv, mov format or a audio (AAC, mp3, ...) - The library used for reading the video is not fixed. You can choose from libraries which should be compatible with both Windows and Linux (and mac) - take a look here: - The output should detail the (as a class, TranscriptionDetails) ... - file path ... - file name ... - frame number / or location in the video/audio ... - time code / or location in the video/audio ... - the transcription ... - confidence of transcription and should be outputed in a JSON file. The vidoes may have no (0) voices or mutiple person voices
We require an experienced programmer to answer these questions using Google colab and then a meeting through Google meet, we are programmers and we would make the code, it is just advice and audit of a chat bot that we developed with AI but we are having some problems. Hi nice to meet you. I would like to know if you have experience in: 1) developing agents in puthon without using la...we are having some problems. Hi nice to meet you. I would like to know if you have experience in: 1) developing agents in puthon without using langchain, 2) what developments you have done with llms and huggingface 3) if you have done any development to generate business intelligence by consulting a db and using a huggingface model 4) Do you have experience optimizing Google Colab servers with Nvidia...
